A. Abdolmanafi, L. Duong, N. Dahdah, I. R. Adib, and F. Cheriet, “Characterization of coronary artery pathological formations from OCT imaging using deep learning,” Biomed. Opt. Express 9(10), 4936–4960 (2018).
[Crossref]
A. Abdolmanafi, L. Duong, N. Dahdah, and F. Cheriet, “Deep feature learning for automatic tissue classification of coronary artery using optical coherence tomography,” Biomed. Opt. Express 8(2), 1203–1220 (2017).
[Crossref]
A. Abdolmanafi, F. Cheriet, L. Duong, R. Ibrahim, and N. Dahdah, “An automatic diagnostic system of coronary artery lesions in Kawasaki disease using intravascular optical coherence tomography imaging,” J. Biophotonicse201900112 (2019).
L.-C. Chen, Y. Zhu, G. Papandreou, F. Schroff, and H. Adam, “Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation,” in Computer Vision – ECCV 2018, V. Ferrari, M. Hebert, C. Sminchisescu, and Y. Weiss, eds., Lecture Notes in Computer Science (Springer International Publishing, 2018), pp. 833–851.
G. J. Ughi, T. Adriaenssens, P. Sinnaeve, W. Desmet, and J. D’hooge, “Automated tissue characterization of in vivo atherosclerotic plaques by intravascular optical coherence tomography images,” Biomed. Opt. Express 4(7), 1014–1030 (2013).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
N. Maejima, K. Hibi, K. Saka, E. Akiyama, M. Konishi, M. Endo, N. Iwahashi, K. Tsukahara, M. Kosuge, T. Ebina, S. Umemura, and K. Kimura, “Relationship Between Thickness of Calcium on Optical Coherence Tomography and Crack Formation After Balloon Dilatation in Calcified Plaque Requiring Rotational Atherectomy,” Circ. J. 80(6), 1413–1419 (2016).
[Crossref]
D. Prabhu, E. Mehanna, M. Gargesha, E. Brandt, D. Wen, N. S. van Ditzhuijzen, D. Chamie, H. Yamamoto, Y. Fujino, A. Alian, J. Patel, M. Costa, H. G. Bezerra, and D. L. Wilson, “Three-dimensional registration of intravascular optical coherence tomography and cryo-image volumes for microscopic-resolution validation,” J. Med. Imag 3(2), 026004 (2016).
[Crossref]
Z. Wang, H. Kyono, H. G. Bezerra, H. Wang, M. Gargesha, C. Alraies, C. Xu, J. M. Schmitt, D. L. Wilson, M. A. Costa, and A. M. Rollins, “Semiautomatic segmentation and quantification of calcified plaques in intracoronary optical coherence tomography images,” J. Biomed. Opt. 15(6), 061711 (2010).
[Crossref]
S. He, J. Zheng, A. Maehara, G. Mintz, D. Tang, M. Anastasio, and H. Li, “Convolutional neural network based automatic plaque characterization from intracoronary optical coherence tomography images,” Medical Imaging 2018: Image Processing107 (2018).
[Crossref]
L. S. Athanasiou, T. P. Exarchos, K. K. Naka, L. K. Michalis, F. Prati, and D. I. Fotiadis, “Atherosclerotic plaque characterization in Optical Coherence Tomography images,” Conf Proc IEEE Eng Med Biol Soc2011, 4485–4488 (2011).
[Crossref]
H. Lu, M. Gargesha, Z. Wang, D. Chamie, G. F. Attizzani, T. Kanaya, S. Ray, M. A. Costa, A. M. Rollins, H. G. Bezerra, and D. L. Wilson, “Automatic stent detection in intravascular OCT images using bagged decision trees,” Biomed. Opt. Express 3(11), 2809–2824 (2012).
[Crossref]
D. P. Kingma and J. Ba, “Adam: A Method for Stochastic Optimization,” arXiv:1412.6980 [cs] (2014).
V. Badrinarayanan, A. Kendall, and R. Cipolla, “SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation,” EEE Trans. Pattern Anal. Mach. Intell. 39(12), 2481–2495 (2017).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
O. Russakovsky, J. Deng, H. Su, J. Krause, S. Satheesh, S. Ma, Z. Huang, A. Karpathy, A. Khosla, M. Bernstein, A. C. Berg, and L. Fei-Fei, “ImageNet Large Scale Visual Recognition Challenge,” Int J Comput Vis 115(3), 211–252 (2015).
[Crossref]
O. Russakovsky, J. Deng, H. Su, J. Krause, S. Satheesh, S. Ma, Z. Huang, A. Karpathy, A. Khosla, M. Bernstein, A. C. Berg, and L. Fei-Fei, “ImageNet Large Scale Visual Recognition Challenge,” Int J Comput Vis 115(3), 211–252 (2015).
[Crossref]
D. Prabhu, H. Bezerra, C. Kolluru, Y. Gharaibeh, E. Mehanna, H. Wu, and D. Wilson, “Automated A-line coronary plaque classification of intravascular optical coherence tomography images using handcrafted features and large datasets,” J. Biomed. Opt. 24(10), 1–15 (2019).
[Crossref]
C. Kolluru, D. Prabhu, Y. Gharaibeh, H. Bezerra, G. Guagliumi, and D. Wilson, “Deep neural networks for A-line-based plaque classification in coronary intravascular optical coherence tomography images,” J. Med. Imag. 5(04), 1 (2018).
[Crossref]
D. Prabhu, E. Mehanna, M. Gargesha, E. Brandt, D. Wen, N. S. van Ditzhuijzen, D. Chamie, H. Yamamoto, Y. Fujino, A. Alian, J. Patel, M. Costa, H. G. Bezerra, and D. L. Wilson, “Three-dimensional registration of intravascular optical coherence tomography and cryo-image volumes for microscopic-resolution validation,” J. Med. Imag 3(2), 026004 (2016).
[Crossref]
M. Gargesha, R. Shalev, D. Prabhu, K. Tanaka, A. M. Rollins, M. Costa, H. G. Bezerra, and D. L. Wilson, “Parameter estimation of atherosclerotic tissue optical properties from three-dimensional intravascular optical coherence tomography,” J. Med. Imag 2(1), 016001 (2015).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
H. Lu, M. Gargesha, Z. Wang, D. Chamie, G. F. Attizzani, T. Kanaya, S. Ray, M. A. Costa, A. M. Rollins, H. G. Bezerra, and D. L. Wilson, “Automatic stent detection in intravascular OCT images using bagged decision trees,” Biomed. Opt. Express 3(11), 2809–2824 (2012).
[Crossref]
Z. Wang, H. Kyono, H. G. Bezerra, H. Wang, M. Gargesha, C. Alraies, C. Xu, J. M. Schmitt, D. L. Wilson, M. A. Costa, and A. M. Rollins, “Semiautomatic segmentation and quantification of calcified plaques in intracoronary optical coherence tomography images,” J. Biomed. Opt. 15(6), 061711 (2010).
[Crossref]
H. G. Bezerra, M. A. Costa, G. Guagliumi, A. M. Rollins, and D. I. Simon, “Intracoronary optical coherence tomography: a comprehensive review clinical and research applications,” JACC: Cardiovascular Interventions 2(11), 1035–1046 (2009).
[Crossref]
R. Shalev, H. G. Bezerra, S. Ray, D. Prabhu, and D. L. Wilson, “Classification of calcium in intravascular OCT images for the purpose of intervention planning,” in Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling (International Society for Optics and Photonics, 2016), 9786, p. 978605.
Z. Wang, H. Kyono, H. G. Bezerra, D. Wilson, M. A. Costa, and A. Rollins, “Automatic segmentation of intravascular optical coherence tomography images for facilitating quantitative diagnosis of atherosclerosis,” Proceedings of SPIE - The International Society for Optical Engineering (2011).
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
J. J. Rico-Jimenez, D. U. Campos-Delgado, M. Villiger, K. Otsuka, B. E. Bouma, and J. A. Jo, “Automatic classification of atherosclerotic plaques imaged with intravascular OCT,” Biomed. Opt. Express 7(10), 4069–4085 (2016).
[Crossref]
G. van Soest, T. Goderie, E. Regar, S. Koljenović, G. L. J. H. van Leenders, N. Gonzalo, S. van Noorden, T. Okamura, B. E. Bouma, G. J. Tearney, J. W. Oosterhuis, P. W. Serruys, and A. F. W. van der Steen, “Atherosclerotic tissue characterization in vivo by optical coherence tomography attenuation imaging,” J. Biomed. Opt. 15(1), 011105 (2010).
[Crossref]
D. Prabhu, E. Mehanna, M. Gargesha, E. Brandt, D. Wen, N. S. van Ditzhuijzen, D. Chamie, H. Yamamoto, Y. Fujino, A. Alian, J. Patel, M. Costa, H. G. Bezerra, and D. L. Wilson, “Three-dimensional registration of intravascular optical coherence tomography and cryo-image volumes for microscopic-resolution validation,” J. Med. Imag 3(2), 026004 (2016).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
A. Buades, B. Coll, and J.-M. Morel, “A Non-Local Algorithm for Image Denoising,” in 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR’05) (IEEE, 2005), 2, pp. 60–65.
C. Xu, J. M. Schmitt, S. G. Carlier, and R. Virmani, “Characterization of atherosclerosis plaques by measuring both backscattering and attenuation coefficients in optical coherence tomography,” J. Biomed. Opt. 13(3), 034003 (2008).
[Crossref]
D. Prabhu, E. Mehanna, M. Gargesha, E. Brandt, D. Wen, N. S. van Ditzhuijzen, D. Chamie, H. Yamamoto, Y. Fujino, A. Alian, J. Patel, M. Costa, H. G. Bezerra, and D. L. Wilson, “Three-dimensional registration of intravascular optical coherence tomography and cryo-image volumes for microscopic-resolution validation,” J. Med. Imag 3(2), 026004 (2016).
[Crossref]
H. Lu, M. Gargesha, Z. Wang, D. Chamie, G. F. Attizzani, T. Kanaya, S. Ray, M. A. Costa, A. M. Rollins, H. G. Bezerra, and D. L. Wilson, “Automatic stent detection in intravascular OCT images using bagged decision trees,” Biomed. Opt. Express 3(11), 2809–2824 (2012).
[Crossref]
Y. L. Yong, L. K. Tan, R. A. McLaughlin, K. H. Chee, and Y. M. Liew, “Linear-regression convolutional neural network for fully automated coronary lumen segmentation in intravascular optical coherence tomography,” J. Biomed. Opt. 22(12), 1–9 (2017).
[Crossref]
L.-C. Chen, Y. Zhu, G. Papandreou, F. Schroff, and H. Adam, “Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation,” in Computer Vision – ECCV 2018, V. Ferrari, M. Hebert, C. Sminchisescu, and Y. Weiss, eds., Lecture Notes in Computer Science (Springer International Publishing, 2018), pp. 833–851.
K. Men, X. Chen, Y. Zhang, T. Zhang, J. Dai, J. Yi, and Y. Li, “Deep Deconvolutional Neural Network for Target Segmentation of Nasopharyngeal Cancer in Planning Computed Tomography Images,” Front. Oncol. 7, 315 (2017).
[Crossref]
A. Abdolmanafi, L. Duong, N. Dahdah, I. R. Adib, and F. Cheriet, “Characterization of coronary artery pathological formations from OCT imaging using deep learning,” Biomed. Opt. Express 9(10), 4936–4960 (2018).
[Crossref]
A. Abdolmanafi, L. Duong, N. Dahdah, and F. Cheriet, “Deep feature learning for automatic tissue classification of coronary artery using optical coherence tomography,” Biomed. Opt. Express 8(2), 1203–1220 (2017).
[Crossref]
A. Abdolmanafi, F. Cheriet, L. Duong, R. Ibrahim, and N. Dahdah, “An automatic diagnostic system of coronary artery lesions in Kawasaki disease using intravascular optical coherence tomography imaging,” J. Biophotonicse201900112 (2019).
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
V. Badrinarayanan, A. Kendall, and R. Cipolla, “SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation,” EEE Trans. Pattern Anal. Mach. Intell. 39(12), 2481–2495 (2017).
[Crossref]
A. Buades, B. Coll, and J.-M. Morel, “A Non-Local Algorithm for Image Denoising,” in 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR’05) (IEEE, 2005), 2, pp. 60–65.
D. Prabhu, E. Mehanna, M. Gargesha, E. Brandt, D. Wen, N. S. van Ditzhuijzen, D. Chamie, H. Yamamoto, Y. Fujino, A. Alian, J. Patel, M. Costa, H. G. Bezerra, and D. L. Wilson, “Three-dimensional registration of intravascular optical coherence tomography and cryo-image volumes for microscopic-resolution validation,” J. Med. Imag 3(2), 026004 (2016).
[Crossref]
M. Gargesha, R. Shalev, D. Prabhu, K. Tanaka, A. M. Rollins, M. Costa, H. G. Bezerra, and D. L. Wilson, “Parameter estimation of atherosclerotic tissue optical properties from three-dimensional intravascular optical coherence tomography,” J. Med. Imag 2(1), 016001 (2015).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
H. Lu, M. Gargesha, Z. Wang, D. Chamie, G. F. Attizzani, T. Kanaya, S. Ray, M. A. Costa, A. M. Rollins, H. G. Bezerra, and D. L. Wilson, “Automatic stent detection in intravascular OCT images using bagged decision trees,” Biomed. Opt. Express 3(11), 2809–2824 (2012).
[Crossref]
Z. Wang, H. Kyono, H. G. Bezerra, H. Wang, M. Gargesha, C. Alraies, C. Xu, J. M. Schmitt, D. L. Wilson, M. A. Costa, and A. M. Rollins, “Semiautomatic segmentation and quantification of calcified plaques in intracoronary optical coherence tomography images,” J. Biomed. Opt. 15(6), 061711 (2010).
[Crossref]
H. G. Bezerra, M. A. Costa, G. Guagliumi, A. M. Rollins, and D. I. Simon, “Intracoronary optical coherence tomography: a comprehensive review clinical and research applications,” JACC: Cardiovascular Interventions 2(11), 1035–1046 (2009).
[Crossref]
Z. Wang, H. Kyono, H. G. Bezerra, D. Wilson, M. A. Costa, and A. Rollins, “Automatic segmentation of intravascular optical coherence tomography images for facilitating quantitative diagnosis of atherosclerosis,” Proceedings of SPIE - The International Society for Optical Engineering (2011).
J. Shotton, J. Winn, C. Rother, and A. Criminisi, “TextonBoost for Image Understanding: Multi-Class Object Recognition and Segmentation by Jointly Modeling Texture, Layout, and Context,” Int J Comput Vis 81(1), 2–23 (2009).
[Crossref]
A. Abdolmanafi, L. Duong, N. Dahdah, I. R. Adib, and F. Cheriet, “Characterization of coronary artery pathological formations from OCT imaging using deep learning,” Biomed. Opt. Express 9(10), 4936–4960 (2018).
[Crossref]
A. Abdolmanafi, L. Duong, N. Dahdah, and F. Cheriet, “Deep feature learning for automatic tissue classification of coronary artery using optical coherence tomography,” Biomed. Opt. Express 8(2), 1203–1220 (2017).
[Crossref]
A. Abdolmanafi, F. Cheriet, L. Duong, R. Ibrahim, and N. Dahdah, “An automatic diagnostic system of coronary artery lesions in Kawasaki disease using intravascular optical coherence tomography imaging,” J. Biophotonicse201900112 (2019).
K. Men, X. Chen, Y. Zhang, T. Zhang, J. Dai, J. Yi, and Y. Li, “Deep Deconvolutional Neural Network for Target Segmentation of Nasopharyngeal Cancer in Planning Computed Tomography Images,” Front. Oncol. 7, 315 (2017).
[Crossref]
P.-T. de Boer, D. P. Kroese, S. Mannor, and R. Y. Rubinstein, “A Tutorial on the Cross-Entropy Method,” Ann Oper Res 134(1), 19–67 (2005).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
O. Russakovsky, J. Deng, H. Su, J. Krause, S. Satheesh, S. Ma, Z. Huang, A. Karpathy, A. Khosla, M. Bernstein, A. C. Berg, and L. Fei-Fei, “ImageNet Large Scale Visual Recognition Challenge,” Int J Comput Vis 115(3), 211–252 (2015).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
L. R. Dice, “Measures of the Amount of Ecologic Association Between Species,” Ecology 26(3), 297–302 (1945).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
H. Dong, G. Yang, F. Liu, Y. Mo, and Y. Guo, “Automatic Brain Tumor Detection and Segmentation Using U-Net Based Fully Convolutional Networks,” arXiv:1705.03820 [cs] (2017).
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
A. Abdolmanafi, L. Duong, N. Dahdah, I. R. Adib, and F. Cheriet, “Characterization of coronary artery pathological formations from OCT imaging using deep learning,” Biomed. Opt. Express 9(10), 4936–4960 (2018).
[Crossref]
A. Abdolmanafi, L. Duong, N. Dahdah, and F. Cheriet, “Deep feature learning for automatic tissue classification of coronary artery using optical coherence tomography,” Biomed. Opt. Express 8(2), 1203–1220 (2017).
[Crossref]
A. Abdolmanafi, F. Cheriet, L. Duong, R. Ibrahim, and N. Dahdah, “An automatic diagnostic system of coronary artery lesions in Kawasaki disease using intravascular optical coherence tomography imaging,” J. Biophotonicse201900112 (2019).
N. Maejima, K. Hibi, K. Saka, E. Akiyama, M. Konishi, M. Endo, N. Iwahashi, K. Tsukahara, M. Kosuge, T. Ebina, S. Umemura, and K. Kimura, “Relationship Between Thickness of Calcium on Optical Coherence Tomography and Crack Formation After Balloon Dilatation in Calcified Plaque Requiring Rotational Atherectomy,” Circ. J. 80(6), 1413–1419 (2016).
[Crossref]
N. Maejima, K. Hibi, K. Saka, E. Akiyama, M. Konishi, M. Endo, N. Iwahashi, K. Tsukahara, M. Kosuge, T. Ebina, S. Umemura, and K. Kimura, “Relationship Between Thickness of Calcium on Optical Coherence Tomography and Crack Formation After Balloon Dilatation in Calcified Plaque Requiring Rotational Atherectomy,” Circ. J. 80(6), 1413–1419 (2016).
[Crossref]
L. S. Athanasiou, T. P. Exarchos, K. K. Naka, L. K. Michalis, F. Prati, and D. I. Fotiadis, “Atherosclerotic plaque characterization in Optical Coherence Tomography images,” Conf Proc IEEE Eng Med Biol Soc2011, 4485–4488 (2011).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
O. Russakovsky, J. Deng, H. Su, J. Krause, S. Satheesh, S. Ma, Z. Huang, A. Karpathy, A. Khosla, M. Bernstein, A. C. Berg, and L. Fei-Fei, “ImageNet Large Scale Visual Recognition Challenge,” Int J Comput Vis 115(3), 211–252 (2015).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
L. S. Athanasiou, T. P. Exarchos, K. K. Naka, L. K. Michalis, F. Prati, and D. I. Fotiadis, “Atherosclerotic plaque characterization in Optical Coherence Tomography images,” Conf Proc IEEE Eng Med Biol Soc2011, 4485–4488 (2011).
[Crossref]
A. Fujino, G. S. Mintz, M. Matsumura, T. Lee, S.-Y. Kim, M. Hoshino, E. Usui, T. Yonetsu, E. S. Haag, R. A. Shlofmitz, T. Kakuta, and A. Maehara, “A new optical coherence tomography-based calcium scoring system to predict stent underexpansion,” EuroIntervention 13(18), 2182–2189 (2018).
[Crossref]
D. Prabhu, E. Mehanna, M. Gargesha, E. Brandt, D. Wen, N. S. van Ditzhuijzen, D. Chamie, H. Yamamoto, Y. Fujino, A. Alian, J. Patel, M. Costa, H. G. Bezerra, and D. L. Wilson, “Three-dimensional registration of intravascular optical coherence tomography and cryo-image volumes for microscopic-resolution validation,” J. Med. Imag 3(2), 026004 (2016).
[Crossref]
E. Galkina and K. Ley, “Immune and Inflammatory Mechanisms of Atherosclerosis,” Annu. Rev. Immunol. 27(1), 165–197 (2009).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
D. Prabhu, E. Mehanna, M. Gargesha, E. Brandt, D. Wen, N. S. van Ditzhuijzen, D. Chamie, H. Yamamoto, Y. Fujino, A. Alian, J. Patel, M. Costa, H. G. Bezerra, and D. L. Wilson, “Three-dimensional registration of intravascular optical coherence tomography and cryo-image volumes for microscopic-resolution validation,” J. Med. Imag 3(2), 026004 (2016).
[Crossref]
M. Gargesha, R. Shalev, D. Prabhu, K. Tanaka, A. M. Rollins, M. Costa, H. G. Bezerra, and D. L. Wilson, “Parameter estimation of atherosclerotic tissue optical properties from three-dimensional intravascular optical coherence tomography,” J. Med. Imag 2(1), 016001 (2015).
[Crossref]
H. Lu, M. Gargesha, Z. Wang, D. Chamie, G. F. Attizzani, T. Kanaya, S. Ray, M. A. Costa, A. M. Rollins, H. G. Bezerra, and D. L. Wilson, “Automatic stent detection in intravascular OCT images using bagged decision trees,” Biomed. Opt. Express 3(11), 2809–2824 (2012).
[Crossref]
Z. Wang, H. Kyono, H. G. Bezerra, H. Wang, M. Gargesha, C. Alraies, C. Xu, J. M. Schmitt, D. L. Wilson, M. A. Costa, and A. M. Rollins, “Semiautomatic segmentation and quantification of calcified plaques in intracoronary optical coherence tomography images,” J. Biomed. Opt. 15(6), 061711 (2010).
[Crossref]
D. Prabhu, H. Bezerra, C. Kolluru, Y. Gharaibeh, E. Mehanna, H. Wu, and D. Wilson, “Automated A-line coronary plaque classification of intravascular optical coherence tomography images using handcrafted features and large datasets,” J. Biomed. Opt. 24(10), 1–15 (2019).
[Crossref]
C. Kolluru, D. Prabhu, Y. Gharaibeh, H. Bezerra, G. Guagliumi, and D. Wilson, “Deep neural networks for A-line-based plaque classification in coronary intravascular optical coherence tomography images,” J. Med. Imag. 5(04), 1 (2018).
[Crossref]
C. Kolluru, D. Prabhu, Y. Gharaibeh, H. Wu, and D. L. Wilson, “Voxel-based plaque classification in coronary intravascular optical coherence tomography images using decision trees,” Proc SPIE Int Soc Opt Eng10575 (2018).
[Crossref]
G. van Soest, T. Goderie, E. Regar, S. Koljenović, G. L. J. H. van Leenders, N. Gonzalo, S. van Noorden, T. Okamura, B. E. Bouma, G. J. Tearney, J. W. Oosterhuis, P. W. Serruys, and A. F. W. van der Steen, “Atherosclerotic tissue characterization in vivo by optical coherence tomography attenuation imaging,” J. Biomed. Opt. 15(1), 011105 (2010).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
G. van Soest, T. Goderie, E. Regar, S. Koljenović, G. L. J. H. van Leenders, N. Gonzalo, S. van Noorden, T. Okamura, B. E. Bouma, G. J. Tearney, J. W. Oosterhuis, P. W. Serruys, and A. F. W. van der Steen, “Atherosclerotic tissue characterization in vivo by optical coherence tomography attenuation imaging,” J. Biomed. Opt. 15(1), 011105 (2010).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
C. Kolluru, D. Prabhu, Y. Gharaibeh, H. Bezerra, G. Guagliumi, and D. Wilson, “Deep neural networks for A-line-based plaque classification in coronary intravascular optical coherence tomography images,” J. Med. Imag. 5(04), 1 (2018).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
H. G. Bezerra, M. A. Costa, G. Guagliumi, A. M. Rollins, and D. I. Simon, “Intracoronary optical coherence tomography: a comprehensive review clinical and research applications,” JACC: Cardiovascular Interventions 2(11), 1035–1046 (2009).
[Crossref]
H. Dong, G. Yang, F. Liu, Y. Mo, and Y. Guo, “Automatic Brain Tumor Detection and Segmentation Using U-Net Based Fully Convolutional Networks,” arXiv:1705.03820 [cs] (2017).
A. Fujino, G. S. Mintz, M. Matsumura, T. Lee, S.-Y. Kim, M. Hoshino, E. Usui, T. Yonetsu, E. S. Haag, R. A. Shlofmitz, T. Kakuta, and A. Maehara, “A new optical coherence tomography-based calcium scoring system to predict stent underexpansion,” EuroIntervention 13(18), 2182–2189 (2018).
[Crossref]
Y. Han and J. C. Ye, “Framing U-Net via Deep Convolutional Framelets: Application to Sparse-view CT,” arXiv:1708.08333 [cs, stat] (2017).
K. He, X. Zhang, S. Ren, and J. Sun, “Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification,” in Proceedings of the 2015 IEEE International Conference on Computer Vision (ICCV), ICCV ‘15 (IEEE Computer Society, 2015), pp. 1026–1034.
S. He, J. Zheng, A. Maehara, G. Mintz, D. Tang, M. Anastasio, and H. Li, “Convolutional neural network based automatic plaque characterization from intracoronary optical coherence tomography images,” Medical Imaging 2018: Image Processing107 (2018).
[Crossref]
N. Maejima, K. Hibi, K. Saka, E. Akiyama, M. Konishi, M. Endo, N. Iwahashi, K. Tsukahara, M. Kosuge, T. Ebina, S. Umemura, and K. Kimura, “Relationship Between Thickness of Calcium on Optical Coherence Tomography and Crack Formation After Balloon Dilatation in Calcified Plaque Requiring Rotational Atherectomy,” Circ. J. 80(6), 1413–1419 (2016).
[Crossref]
A. Krizhevsky, I. Sutskever, and G. E. Hinton, “ImageNet Classification with Deep Convolutional Neural Networks,” in Proceedings of the 25th International Conference on Neural Information Processing Systems - Volume 1, NIPS’12 (Curran Associates Inc., 2012), pp. 1097–1105.
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
A. Fujino, G. S. Mintz, M. Matsumura, T. Lee, S.-Y. Kim, M. Hoshino, E. Usui, T. Yonetsu, E. S. Haag, R. A. Shlofmitz, T. Kakuta, and A. Maehara, “A new optical coherence tomography-based calcium scoring system to predict stent underexpansion,” EuroIntervention 13(18), 2182–2189 (2018).
[Crossref]
D. L. Hoyert and J. Xu, “Deaths: preliminary data for 2011,” Natl. Vital. Stat. Rep. 61(6), 1–51 (2012).
O. Russakovsky, J. Deng, H. Su, J. Krause, S. Satheesh, S. Ma, Z. Huang, A. Karpathy, A. Khosla, M. Bernstein, A. C. Berg, and L. Fei-Fei, “ImageNet Large Scale Visual Recognition Challenge,” Int J Comput Vis 115(3), 211–252 (2015).
[Crossref]
A. Abdolmanafi, F. Cheriet, L. Duong, R. Ibrahim, and N. Dahdah, “An automatic diagnostic system of coronary artery lesions in Kawasaki disease using intravascular optical coherence tomography imaging,” J. Biophotonicse201900112 (2019).
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
N. Maejima, K. Hibi, K. Saka, E. Akiyama, M. Konishi, M. Endo, N. Iwahashi, K. Tsukahara, M. Kosuge, T. Ebina, S. Umemura, and K. Kimura, “Relationship Between Thickness of Calcium on Optical Coherence Tomography and Crack Formation After Balloon Dilatation in Calcified Plaque Requiring Rotational Atherectomy,” Circ. J. 80(6), 1413–1419 (2016).
[Crossref]
P. Jaccard, “The Distribution of the Flora in the Alpine Zone.1,” New Phytol. 11(2), 37–50 (1912).
[Crossref]
F. Liu, Z. Zhou, H. Jang, A. Samsonov, G. Zhao, and R. Kijowski, “Deep convolutional neural network and 3D deformable approach for tissue segmentation in musculoskeletal magnetic resonance imaging,” Magn. Reson. Med 79(4), 2379–2391 (2018).
[Crossref]
K. Xia, H. Yin, P. Qian, Y. Jiang, and S. Wang, “Liver Semantic Segmentation Algorithm Based on Improved Deep Adversarial Networks in Combination of Weighted Loss Function on Abdominal CT Images,” IEEE Access 7, 96349–96358 (2019).
[Crossref]
N. Nanda, P. Kakkar, and S. Nagpal, “Computer-Aided Segmentation of Liver Lesions in CT Scans Using Cascaded Convolutional Neural Networks and Genetically Optimised Classifier,” Arab J Sci Eng 44(4), 4049–4062 (2019).
[Crossref]
A. Fujino, G. S. Mintz, M. Matsumura, T. Lee, S.-Y. Kim, M. Hoshino, E. Usui, T. Yonetsu, E. S. Haag, R. A. Shlofmitz, T. Kakuta, and A. Maehara, “A new optical coherence tomography-based calcium scoring system to predict stent underexpansion,” EuroIntervention 13(18), 2182–2189 (2018).
[Crossref]
H. Lu, M. Gargesha, Z. Wang, D. Chamie, G. F. Attizzani, T. Kanaya, S. Ray, M. A. Costa, A. M. Rollins, H. G. Bezerra, and D. L. Wilson, “Automatic stent detection in intravascular OCT images using bagged decision trees,” Biomed. Opt. Express 3(11), 2809–2824 (2012).
[Crossref]
O. Russakovsky, J. Deng, H. Su, J. Krause, S. Satheesh, S. Ma, Z. Huang, A. Karpathy, A. Khosla, M. Bernstein, A. C. Berg, and L. Fei-Fei, “ImageNet Large Scale Visual Recognition Challenge,” Int J Comput Vis 115(3), 211–252 (2015).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
V. Badrinarayanan, A. Kendall, and R. Cipolla, “SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation,” EEE Trans. Pattern Anal. Mach. Intell. 39(12), 2481–2495 (2017).
[Crossref]
O. Russakovsky, J. Deng, H. Su, J. Krause, S. Satheesh, S. Ma, Z. Huang, A. Karpathy, A. Khosla, M. Bernstein, A. C. Berg, and L. Fei-Fei, “ImageNet Large Scale Visual Recognition Challenge,” Int J Comput Vis 115(3), 211–252 (2015).
[Crossref]
F. Liu, Z. Zhou, H. Jang, A. Samsonov, G. Zhao, and R. Kijowski, “Deep convolutional neural network and 3D deformable approach for tissue segmentation in musculoskeletal magnetic resonance imaging,” Magn. Reson. Med 79(4), 2379–2391 (2018).
[Crossref]
A. Fujino, G. S. Mintz, M. Matsumura, T. Lee, S.-Y. Kim, M. Hoshino, E. Usui, T. Yonetsu, E. S. Haag, R. A. Shlofmitz, T. Kakuta, and A. Maehara, “A new optical coherence tomography-based calcium scoring system to predict stent underexpansion,” EuroIntervention 13(18), 2182–2189 (2018).
[Crossref]
N. Maejima, K. Hibi, K. Saka, E. Akiyama, M. Konishi, M. Endo, N. Iwahashi, K. Tsukahara, M. Kosuge, T. Ebina, S. Umemura, and K. Kimura, “Relationship Between Thickness of Calcium on Optical Coherence Tomography and Crack Formation After Balloon Dilatation in Calcified Plaque Requiring Rotational Atherectomy,” Circ. J. 80(6), 1413–1419 (2016).
[Crossref]
D. P. Kingma and J. Ba, “Adam: A Method for Stochastic Optimization,” arXiv:1412.6980 [cs] (2014).
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
G. van Soest, T. Goderie, E. Regar, S. Koljenović, G. L. J. H. van Leenders, N. Gonzalo, S. van Noorden, T. Okamura, B. E. Bouma, G. J. Tearney, J. W. Oosterhuis, P. W. Serruys, and A. F. W. van der Steen, “Atherosclerotic tissue characterization in vivo by optical coherence tomography attenuation imaging,” J. Biomed. Opt. 15(1), 011105 (2010).
[Crossref]
D. Prabhu, H. Bezerra, C. Kolluru, Y. Gharaibeh, E. Mehanna, H. Wu, and D. Wilson, “Automated A-line coronary plaque classification of intravascular optical coherence tomography images using handcrafted features and large datasets,” J. Biomed. Opt. 24(10), 1–15 (2019).
[Crossref]
C. Kolluru, D. Prabhu, Y. Gharaibeh, H. Bezerra, G. Guagliumi, and D. Wilson, “Deep neural networks for A-line-based plaque classification in coronary intravascular optical coherence tomography images,” J. Med. Imag. 5(04), 1 (2018).
[Crossref]
C. Kolluru, D. Prabhu, Y. Gharaibeh, H. Wu, and D. L. Wilson, “Voxel-based plaque classification in coronary intravascular optical coherence tomography images using decision trees,” Proc SPIE Int Soc Opt Eng10575 (2018).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
P. Krähenbühl and V. Koltun, “Efficient Inference in Fully Connected CRFs with Gaussian Edge Potentials,” in Advances in Neural Information Processing Systems 24, J. Shawe-Taylor, R. S. Zemel, P. L. Bartlett, F. Pereira, and K. Q. Weinberger, eds. (Curran Associates, Inc., 2011), pp. 109–117.
N. Maejima, K. Hibi, K. Saka, E. Akiyama, M. Konishi, M. Endo, N. Iwahashi, K. Tsukahara, M. Kosuge, T. Ebina, S. Umemura, and K. Kimura, “Relationship Between Thickness of Calcium on Optical Coherence Tomography and Crack Formation After Balloon Dilatation in Calcified Plaque Requiring Rotational Atherectomy,” Circ. J. 80(6), 1413–1419 (2016).
[Crossref]
N. Maejima, K. Hibi, K. Saka, E. Akiyama, M. Konishi, M. Endo, N. Iwahashi, K. Tsukahara, M. Kosuge, T. Ebina, S. Umemura, and K. Kimura, “Relationship Between Thickness of Calcium on Optical Coherence Tomography and Crack Formation After Balloon Dilatation in Calcified Plaque Requiring Rotational Atherectomy,” Circ. J. 80(6), 1413–1419 (2016).
[Crossref]
P. Krähenbühl and V. Koltun, “Efficient Inference in Fully Connected CRFs with Gaussian Edge Potentials,” in Advances in Neural Information Processing Systems 24, J. Shawe-Taylor, R. S. Zemel, P. L. Bartlett, F. Pereira, and K. Q. Weinberger, eds. (Curran Associates, Inc., 2011), pp. 109–117.
O. Russakovsky, J. Deng, H. Su, J. Krause, S. Satheesh, S. Ma, Z. Huang, A. Karpathy, A. Khosla, M. Bernstein, A. C. Berg, and L. Fei-Fei, “ImageNet Large Scale Visual Recognition Challenge,” Int J Comput Vis 115(3), 211–252 (2015).
[Crossref]
A. Krizhevsky, I. Sutskever, and G. E. Hinton, “ImageNet Classification with Deep Convolutional Neural Networks,” in Proceedings of the 25th International Conference on Neural Information Processing Systems - Volume 1, NIPS’12 (Curran Associates Inc., 2012), pp. 1097–1105.
P.-T. de Boer, D. P. Kroese, S. Mannor, and R. Y. Rubinstein, “A Tutorial on the Cross-Entropy Method,” Ann Oper Res 134(1), 19–67 (2005).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
Z. Wang, H. Kyono, H. G. Bezerra, H. Wang, M. Gargesha, C. Alraies, C. Xu, J. M. Schmitt, D. L. Wilson, M. A. Costa, and A. M. Rollins, “Semiautomatic segmentation and quantification of calcified plaques in intracoronary optical coherence tomography images,” J. Biomed. Opt. 15(6), 061711 (2010).
[Crossref]
Z. Wang, H. Kyono, H. G. Bezerra, D. Wilson, M. A. Costa, and A. Rollins, “Automatic segmentation of intravascular optical coherence tomography images for facilitating quantitative diagnosis of atherosclerosis,” Proceedings of SPIE - The International Society for Optical Engineering (2011).
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
A. Fujino, G. S. Mintz, M. Matsumura, T. Lee, S.-Y. Kim, M. Hoshino, E. Usui, T. Yonetsu, E. S. Haag, R. A. Shlofmitz, T. Kakuta, and A. Maehara, “A new optical coherence tomography-based calcium scoring system to predict stent underexpansion,” EuroIntervention 13(18), 2182–2189 (2018).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
E. Galkina and K. Ley, “Immune and Inflammatory Mechanisms of Atherosclerosis,” Annu. Rev. Immunol. 27(1), 165–197 (2009).
[Crossref]
S. He, J. Zheng, A. Maehara, G. Mintz, D. Tang, M. Anastasio, and H. Li, “Convolutional neural network based automatic plaque characterization from intracoronary optical coherence tomography images,” Medical Imaging 2018: Image Processing107 (2018).
[Crossref]
K. Men, X. Chen, Y. Zhang, T. Zhang, J. Dai, J. Yi, and Y. Li, “Deep Deconvolutional Neural Network for Target Segmentation of Nasopharyngeal Cancer in Planning Computed Tomography Images,” Front. Oncol. 7, 315 (2017).
[Crossref]
Y. L. Yong, L. K. Tan, R. A. McLaughlin, K. H. Chee, and Y. M. Liew, “Linear-regression convolutional neural network for fully automated coronary lumen segmentation in intravascular optical coherence tomography,” J. Biomed. Opt. 22(12), 1–9 (2017).
[Crossref]
F. Liu, Z. Zhou, H. Jang, A. Samsonov, G. Zhao, and R. Kijowski, “Deep convolutional neural network and 3D deformable approach for tissue segmentation in musculoskeletal magnetic resonance imaging,” Magn. Reson. Med 79(4), 2379–2391 (2018).
[Crossref]
H. Dong, G. Yang, F. Liu, Y. Mo, and Y. Guo, “Automatic Brain Tumor Detection and Segmentation Using U-Net Based Fully Convolutional Networks,” arXiv:1705.03820 [cs] (2017).
H. Lu, M. Gargesha, Z. Wang, D. Chamie, G. F. Attizzani, T. Kanaya, S. Ray, M. A. Costa, A. M. Rollins, H. G. Bezerra, and D. L. Wilson, “Automatic stent detection in intravascular OCT images using bagged decision trees,” Biomed. Opt. Express 3(11), 2809–2824 (2012).
[Crossref]
O. Russakovsky, J. Deng, H. Su, J. Krause, S. Satheesh, S. Ma, Z. Huang, A. Karpathy, A. Khosla, M. Bernstein, A. C. Berg, and L. Fei-Fei, “ImageNet Large Scale Visual Recognition Challenge,” Int J Comput Vis 115(3), 211–252 (2015).
[Crossref]
A. Fujino, G. S. Mintz, M. Matsumura, T. Lee, S.-Y. Kim, M. Hoshino, E. Usui, T. Yonetsu, E. S. Haag, R. A. Shlofmitz, T. Kakuta, and A. Maehara, “A new optical coherence tomography-based calcium scoring system to predict stent underexpansion,” EuroIntervention 13(18), 2182–2189 (2018).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
S. He, J. Zheng, A. Maehara, G. Mintz, D. Tang, M. Anastasio, and H. Li, “Convolutional neural network based automatic plaque characterization from intracoronary optical coherence tomography images,” Medical Imaging 2018: Image Processing107 (2018).
[Crossref]
N. Maejima, K. Hibi, K. Saka, E. Akiyama, M. Konishi, M. Endo, N. Iwahashi, K. Tsukahara, M. Kosuge, T. Ebina, S. Umemura, and K. Kimura, “Relationship Between Thickness of Calcium on Optical Coherence Tomography and Crack Formation After Balloon Dilatation in Calcified Plaque Requiring Rotational Atherectomy,” Circ. J. 80(6), 1413–1419 (2016).
[Crossref]
B. Norman, V. Pedoia, and S. Majumdar, “Use of 2D U-Net Convolutional Neural Networks for Automated Cartilage and Meniscus Segmentation of Knee MR Imaging Data to Determine Relaxometry and Morphometry,” Radiology 288(1), 177–185 (2018).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
P.-T. de Boer, D. P. Kroese, S. Mannor, and R. Y. Rubinstein, “A Tutorial on the Cross-Entropy Method,” Ann Oper Res 134(1), 19–67 (2005).
[Crossref]
A. Fujino, G. S. Mintz, M. Matsumura, T. Lee, S.-Y. Kim, M. Hoshino, E. Usui, T. Yonetsu, E. S. Haag, R. A. Shlofmitz, T. Kakuta, and A. Maehara, “A new optical coherence tomography-based calcium scoring system to predict stent underexpansion,” EuroIntervention 13(18), 2182–2189 (2018).
[Crossref]
Y. L. Yong, L. K. Tan, R. A. McLaughlin, K. H. Chee, and Y. M. Liew, “Linear-regression convolutional neural network for fully automated coronary lumen segmentation in intravascular optical coherence tomography,” J. Biomed. Opt. 22(12), 1–9 (2017).
[Crossref]
D. Prabhu, H. Bezerra, C. Kolluru, Y. Gharaibeh, E. Mehanna, H. Wu, and D. Wilson, “Automated A-line coronary plaque classification of intravascular optical coherence tomography images using handcrafted features and large datasets,” J. Biomed. Opt. 24(10), 1–15 (2019).
[Crossref]
D. Prabhu, E. Mehanna, M. Gargesha, E. Brandt, D. Wen, N. S. van Ditzhuijzen, D. Chamie, H. Yamamoto, Y. Fujino, A. Alian, J. Patel, M. Costa, H. G. Bezerra, and D. L. Wilson, “Three-dimensional registration of intravascular optical coherence tomography and cryo-image volumes for microscopic-resolution validation,” J. Med. Imag 3(2), 026004 (2016).
[Crossref]
K. Men, X. Chen, Y. Zhang, T. Zhang, J. Dai, J. Yi, and Y. Li, “Deep Deconvolutional Neural Network for Target Segmentation of Nasopharyngeal Cancer in Planning Computed Tomography Images,” Front. Oncol. 7, 315 (2017).
[Crossref]
L. S. Athanasiou, T. P. Exarchos, K. K. Naka, L. K. Michalis, F. Prati, and D. I. Fotiadis, “Atherosclerotic plaque characterization in Optical Coherence Tomography images,” Conf Proc IEEE Eng Med Biol Soc2011, 4485–4488 (2011).
[Crossref]
S. He, J. Zheng, A. Maehara, G. Mintz, D. Tang, M. Anastasio, and H. Li, “Convolutional neural network based automatic plaque characterization from intracoronary optical coherence tomography images,” Medical Imaging 2018: Image Processing107 (2018).
[Crossref]
A. Fujino, G. S. Mintz, M. Matsumura, T. Lee, S.-Y. Kim, M. Hoshino, E. Usui, T. Yonetsu, E. S. Haag, R. A. Shlofmitz, T. Kakuta, and A. Maehara, “A new optical coherence tomography-based calcium scoring system to predict stent underexpansion,” EuroIntervention 13(18), 2182–2189 (2018).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
H. Dong, G. Yang, F. Liu, Y. Mo, and Y. Guo, “Automatic Brain Tumor Detection and Segmentation Using U-Net Based Fully Convolutional Networks,” arXiv:1705.03820 [cs] (2017).
A. Buades, B. Coll, and J.-M. Morel, “A Non-Local Algorithm for Image Denoising,” in 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR’05) (IEEE, 2005), 2, pp. 60–65.
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
N. Nanda, P. Kakkar, and S. Nagpal, “Computer-Aided Segmentation of Liver Lesions in CT Scans Using Cascaded Convolutional Neural Networks and Genetically Optimised Classifier,” Arab J Sci Eng 44(4), 4049–4062 (2019).
[Crossref]
L. S. Athanasiou, T. P. Exarchos, K. K. Naka, L. K. Michalis, F. Prati, and D. I. Fotiadis, “Atherosclerotic plaque characterization in Optical Coherence Tomography images,” Conf Proc IEEE Eng Med Biol Soc2011, 4485–4488 (2011).
[Crossref]
N. Nanda, P. Kakkar, and S. Nagpal, “Computer-Aided Segmentation of Liver Lesions in CT Scans Using Cascaded Convolutional Neural Networks and Genetically Optimised Classifier,” Arab J Sci Eng 44(4), 4049–4062 (2019).
[Crossref]
B. Norman, V. Pedoia, and S. Majumdar, “Use of 2D U-Net Convolutional Neural Networks for Automated Cartilage and Meniscus Segmentation of Knee MR Imaging Data to Determine Relaxometry and Morphometry,” Radiology 288(1), 177–185 (2018).
[Crossref]
G. van Soest, T. Goderie, E. Regar, S. Koljenović, G. L. J. H. van Leenders, N. Gonzalo, S. van Noorden, T. Okamura, B. E. Bouma, G. J. Tearney, J. W. Oosterhuis, P. W. Serruys, and A. F. W. van der Steen, “Atherosclerotic tissue characterization in vivo by optical coherence tomography attenuation imaging,” J. Biomed. Opt. 15(1), 011105 (2010).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
G. van Soest, T. Goderie, E. Regar, S. Koljenović, G. L. J. H. van Leenders, N. Gonzalo, S. van Noorden, T. Okamura, B. E. Bouma, G. J. Tearney, J. W. Oosterhuis, P. W. Serruys, and A. F. W. van der Steen, “Atherosclerotic tissue characterization in vivo by optical coherence tomography attenuation imaging,” J. Biomed. Opt. 15(1), 011105 (2010).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
L.-C. Chen, Y. Zhu, G. Papandreou, F. Schroff, and H. Adam, “Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation,” in Computer Vision – ECCV 2018, V. Ferrari, M. Hebert, C. Sminchisescu, and Y. Weiss, eds., Lecture Notes in Computer Science (Springer International Publishing, 2018), pp. 833–851.
D. Prabhu, E. Mehanna, M. Gargesha, E. Brandt, D. Wen, N. S. van Ditzhuijzen, D. Chamie, H. Yamamoto, Y. Fujino, A. Alian, J. Patel, M. Costa, H. G. Bezerra, and D. L. Wilson, “Three-dimensional registration of intravascular optical coherence tomography and cryo-image volumes for microscopic-resolution validation,” J. Med. Imag 3(2), 026004 (2016).
[Crossref]
B. Norman, V. Pedoia, and S. Majumdar, “Use of 2D U-Net Convolutional Neural Networks for Automated Cartilage and Meniscus Segmentation of Knee MR Imaging Data to Determine Relaxometry and Morphometry,” Radiology 288(1), 177–185 (2018).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
D. Prabhu, H. Bezerra, C. Kolluru, Y. Gharaibeh, E. Mehanna, H. Wu, and D. Wilson, “Automated A-line coronary plaque classification of intravascular optical coherence tomography images using handcrafted features and large datasets,” J. Biomed. Opt. 24(10), 1–15 (2019).
[Crossref]
C. Kolluru, D. Prabhu, Y. Gharaibeh, H. Bezerra, G. Guagliumi, and D. Wilson, “Deep neural networks for A-line-based plaque classification in coronary intravascular optical coherence tomography images,” J. Med. Imag. 5(04), 1 (2018).
[Crossref]
D. Prabhu, E. Mehanna, M. Gargesha, E. Brandt, D. Wen, N. S. van Ditzhuijzen, D. Chamie, H. Yamamoto, Y. Fujino, A. Alian, J. Patel, M. Costa, H. G. Bezerra, and D. L. Wilson, “Three-dimensional registration of intravascular optical coherence tomography and cryo-image volumes for microscopic-resolution validation,” J. Med. Imag 3(2), 026004 (2016).
[Crossref]
M. Gargesha, R. Shalev, D. Prabhu, K. Tanaka, A. M. Rollins, M. Costa, H. G. Bezerra, and D. L. Wilson, “Parameter estimation of atherosclerotic tissue optical properties from three-dimensional intravascular optical coherence tomography,” J. Med. Imag 2(1), 016001 (2015).
[Crossref]
C. Kolluru, D. Prabhu, Y. Gharaibeh, H. Wu, and D. L. Wilson, “Voxel-based plaque classification in coronary intravascular optical coherence tomography images using decision trees,” Proc SPIE Int Soc Opt Eng10575 (2018).
[Crossref]
R. Shalev, H. G. Bezerra, S. Ray, D. Prabhu, and D. L. Wilson, “Classification of calcium in intravascular OCT images for the purpose of intervention planning,” in Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling (International Society for Optics and Photonics, 2016), 9786, p. 978605.
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
L. S. Athanasiou, T. P. Exarchos, K. K. Naka, L. K. Michalis, F. Prati, and D. I. Fotiadis, “Atherosclerotic plaque characterization in Optical Coherence Tomography images,” Conf Proc IEEE Eng Med Biol Soc2011, 4485–4488 (2011).
[Crossref]
K. Xia, H. Yin, P. Qian, Y. Jiang, and S. Wang, “Liver Semantic Segmentation Algorithm Based on Improved Deep Adversarial Networks in Combination of Weighted Loss Function on Abdominal CT Images,” IEEE Access 7, 96349–96358 (2019).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
H. Lu, M. Gargesha, Z. Wang, D. Chamie, G. F. Attizzani, T. Kanaya, S. Ray, M. A. Costa, A. M. Rollins, H. G. Bezerra, and D. L. Wilson, “Automatic stent detection in intravascular OCT images using bagged decision trees,” Biomed. Opt. Express 3(11), 2809–2824 (2012).
[Crossref]
R. Shalev, H. G. Bezerra, S. Ray, D. Prabhu, and D. L. Wilson, “Classification of calcium in intravascular OCT images for the purpose of intervention planning,” in Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling (International Society for Optics and Photonics, 2016), 9786, p. 978605.
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
G. van Soest, T. Goderie, E. Regar, S. Koljenović, G. L. J. H. van Leenders, N. Gonzalo, S. van Noorden, T. Okamura, B. E. Bouma, G. J. Tearney, J. W. Oosterhuis, P. W. Serruys, and A. F. W. van der Steen, “Atherosclerotic tissue characterization in vivo by optical coherence tomography attenuation imaging,” J. Biomed. Opt. 15(1), 011105 (2010).
[Crossref]
K. He, X. Zhang, S. Ren, and J. Sun, “Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification,” in Proceedings of the 2015 IEEE International Conference on Computer Vision (ICCV), ICCV ‘15 (IEEE Computer Society, 2015), pp. 1026–1034.
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
Z. Wang, H. Kyono, H. G. Bezerra, D. Wilson, M. A. Costa, and A. Rollins, “Automatic segmentation of intravascular optical coherence tomography images for facilitating quantitative diagnosis of atherosclerosis,” Proceedings of SPIE - The International Society for Optical Engineering (2011).
M. Gargesha, R. Shalev, D. Prabhu, K. Tanaka, A. M. Rollins, M. Costa, H. G. Bezerra, and D. L. Wilson, “Parameter estimation of atherosclerotic tissue optical properties from three-dimensional intravascular optical coherence tomography,” J. Med. Imag 2(1), 016001 (2015).
[Crossref]
H. Lu, M. Gargesha, Z. Wang, D. Chamie, G. F. Attizzani, T. Kanaya, S. Ray, M. A. Costa, A. M. Rollins, H. G. Bezerra, and D. L. Wilson, “Automatic stent detection in intravascular OCT images using bagged decision trees,” Biomed. Opt. Express 3(11), 2809–2824 (2012).
[Crossref]
Z. Wang, H. Kyono, H. G. Bezerra, H. Wang, M. Gargesha, C. Alraies, C. Xu, J. M. Schmitt, D. L. Wilson, M. A. Costa, and A. M. Rollins, “Semiautomatic segmentation and quantification of calcified plaques in intracoronary optical coherence tomography images,” J. Biomed. Opt. 15(6), 061711 (2010).
[Crossref]
H. G. Bezerra, M. A. Costa, G. Guagliumi, A. M. Rollins, and D. I. Simon, “Intracoronary optical coherence tomography: a comprehensive review clinical and research applications,” JACC: Cardiovascular Interventions 2(11), 1035–1046 (2009).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
J. Shotton, J. Winn, C. Rother, and A. Criminisi, “TextonBoost for Image Understanding: Multi-Class Object Recognition and Segmentation by Jointly Modeling Texture, Layout, and Context,” Int J Comput Vis 81(1), 2–23 (2009).
[Crossref]
P.-T. de Boer, D. P. Kroese, S. Mannor, and R. Y. Rubinstein, “A Tutorial on the Cross-Entropy Method,” Ann Oper Res 134(1), 19–67 (2005).
[Crossref]
O. Russakovsky, J. Deng, H. Su, J. Krause, S. Satheesh, S. Ma, Z. Huang, A. Karpathy, A. Khosla, M. Bernstein, A. C. Berg, and L. Fei-Fei, “ImageNet Large Scale Visual Recognition Challenge,” Int J Comput Vis 115(3), 211–252 (2015).
[Crossref]
N. Maejima, K. Hibi, K. Saka, E. Akiyama, M. Konishi, M. Endo, N. Iwahashi, K. Tsukahara, M. Kosuge, T. Ebina, S. Umemura, and K. Kimura, “Relationship Between Thickness of Calcium on Optical Coherence Tomography and Crack Formation After Balloon Dilatation in Calcified Plaque Requiring Rotational Atherectomy,” Circ. J. 80(6), 1413–1419 (2016).
[Crossref]
F. Liu, Z. Zhou, H. Jang, A. Samsonov, G. Zhao, and R. Kijowski, “Deep convolutional neural network and 3D deformable approach for tissue segmentation in musculoskeletal magnetic resonance imaging,” Magn. Reson. Med 79(4), 2379–2391 (2018).
[Crossref]
O. Russakovsky, J. Deng, H. Su, J. Krause, S. Satheesh, S. Ma, Z. Huang, A. Karpathy, A. Khosla, M. Bernstein, A. C. Berg, and L. Fei-Fei, “ImageNet Large Scale Visual Recognition Challenge,” Int J Comput Vis 115(3), 211–252 (2015).
[Crossref]
Z. Wang, H. Kyono, H. G. Bezerra, H. Wang, M. Gargesha, C. Alraies, C. Xu, J. M. Schmitt, D. L. Wilson, M. A. Costa, and A. M. Rollins, “Semiautomatic segmentation and quantification of calcified plaques in intracoronary optical coherence tomography images,” J. Biomed. Opt. 15(6), 061711 (2010).
[Crossref]
C. Xu, J. M. Schmitt, S. G. Carlier, and R. Virmani, “Characterization of atherosclerosis plaques by measuring both backscattering and attenuation coefficients in optical coherence tomography,” J. Biomed. Opt. 13(3), 034003 (2008).
[Crossref]
L.-C. Chen, Y. Zhu, G. Papandreou, F. Schroff, and H. Adam, “Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation,” in Computer Vision – ECCV 2018, V. Ferrari, M. Hebert, C. Sminchisescu, and Y. Weiss, eds., Lecture Notes in Computer Science (Springer International Publishing, 2018), pp. 833–851.
G. van Soest, T. Goderie, E. Regar, S. Koljenović, G. L. J. H. van Leenders, N. Gonzalo, S. van Noorden, T. Okamura, B. E. Bouma, G. J. Tearney, J. W. Oosterhuis, P. W. Serruys, and A. F. W. van der Steen, “Atherosclerotic tissue characterization in vivo by optical coherence tomography attenuation imaging,” J. Biomed. Opt. 15(1), 011105 (2010).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
M. Gargesha, R. Shalev, D. Prabhu, K. Tanaka, A. M. Rollins, M. Costa, H. G. Bezerra, and D. L. Wilson, “Parameter estimation of atherosclerotic tissue optical properties from three-dimensional intravascular optical coherence tomography,” J. Med. Imag 2(1), 016001 (2015).
[Crossref]
R. Shalev, H. G. Bezerra, S. Ray, D. Prabhu, and D. L. Wilson, “Classification of calcium in intravascular OCT images for the purpose of intervention planning,” in Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling (International Society for Optics and Photonics, 2016), 9786, p. 978605.
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
A. Fujino, G. S. Mintz, M. Matsumura, T. Lee, S.-Y. Kim, M. Hoshino, E. Usui, T. Yonetsu, E. S. Haag, R. A. Shlofmitz, T. Kakuta, and A. Maehara, “A new optical coherence tomography-based calcium scoring system to predict stent underexpansion,” EuroIntervention 13(18), 2182–2189 (2018).
[Crossref]
J. Shotton, J. Winn, C. Rother, and A. Criminisi, “TextonBoost for Image Understanding: Multi-Class Object Recognition and Segmentation by Jointly Modeling Texture, Layout, and Context,” Int J Comput Vis 81(1), 2–23 (2009).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
H. G. Bezerra, M. A. Costa, G. Guagliumi, A. M. Rollins, and D. I. Simon, “Intracoronary optical coherence tomography: a comprehensive review clinical and research applications,” JACC: Cardiovascular Interventions 2(11), 1035–1046 (2009).
[Crossref]
K. Simonyan and A. Zisserman, “Very Deep Convolutional Networks for Large-Scale Image Recognition,” arXiv:1409.1556 [cs] (2014).
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
O. Russakovsky, J. Deng, H. Su, J. Krause, S. Satheesh, S. Ma, Z. Huang, A. Karpathy, A. Khosla, M. Bernstein, A. C. Berg, and L. Fei-Fei, “ImageNet Large Scale Visual Recognition Challenge,” Int J Comput Vis 115(3), 211–252 (2015).
[Crossref]
K. He, X. Zhang, S. Ren, and J. Sun, “Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification,” in Proceedings of the 2015 IEEE International Conference on Computer Vision (ICCV), ICCV ‘15 (IEEE Computer Society, 2015), pp. 1026–1034.
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
A. Krizhevsky, I. Sutskever, and G. E. Hinton, “ImageNet Classification with Deep Convolutional Neural Networks,” in Proceedings of the 25th International Conference on Neural Information Processing Systems - Volume 1, NIPS’12 (Curran Associates Inc., 2012), pp. 1097–1105.
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
Y. L. Yong, L. K. Tan, R. A. McLaughlin, K. H. Chee, and Y. M. Liew, “Linear-regression convolutional neural network for fully automated coronary lumen segmentation in intravascular optical coherence tomography,” J. Biomed. Opt. 22(12), 1–9 (2017).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
M. Gargesha, R. Shalev, D. Prabhu, K. Tanaka, A. M. Rollins, M. Costa, H. G. Bezerra, and D. L. Wilson, “Parameter estimation of atherosclerotic tissue optical properties from three-dimensional intravascular optical coherence tomography,” J. Med. Imag 2(1), 016001 (2015).
[Crossref]
S. He, J. Zheng, A. Maehara, G. Mintz, D. Tang, M. Anastasio, and H. Li, “Convolutional neural network based automatic plaque characterization from intracoronary optical coherence tomography images,” Medical Imaging 2018: Image Processing107 (2018).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
G. van Soest, T. Goderie, E. Regar, S. Koljenović, G. L. J. H. van Leenders, N. Gonzalo, S. van Noorden, T. Okamura, B. E. Bouma, G. J. Tearney, J. W. Oosterhuis, P. W. Serruys, and A. F. W. van der Steen, “Atherosclerotic tissue characterization in vivo by optical coherence tomography attenuation imaging,” J. Biomed. Opt. 15(1), 011105 (2010).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
N. Maejima, K. Hibi, K. Saka, E. Akiyama, M. Konishi, M. Endo, N. Iwahashi, K. Tsukahara, M. Kosuge, T. Ebina, S. Umemura, and K. Kimura, “Relationship Between Thickness of Calcium on Optical Coherence Tomography and Crack Formation After Balloon Dilatation in Calcified Plaque Requiring Rotational Atherectomy,” Circ. J. 80(6), 1413–1419 (2016).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
G. J. Ughi, T. Adriaenssens, P. Sinnaeve, W. Desmet, and J. D’hooge, “Automated tissue characterization of in vivo atherosclerotic plaques by intravascular optical coherence tomography images,” Biomed. Opt. Express 4(7), 1014–1030 (2013).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
N. Maejima, K. Hibi, K. Saka, E. Akiyama, M. Konishi, M. Endo, N. Iwahashi, K. Tsukahara, M. Kosuge, T. Ebina, S. Umemura, and K. Kimura, “Relationship Between Thickness of Calcium on Optical Coherence Tomography and Crack Formation After Balloon Dilatation in Calcified Plaque Requiring Rotational Atherectomy,” Circ. J. 80(6), 1413–1419 (2016).
[Crossref]
A. Fujino, G. S. Mintz, M. Matsumura, T. Lee, S.-Y. Kim, M. Hoshino, E. Usui, T. Yonetsu, E. S. Haag, R. A. Shlofmitz, T. Kakuta, and A. Maehara, “A new optical coherence tomography-based calcium scoring system to predict stent underexpansion,” EuroIntervention 13(18), 2182–2189 (2018).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
G. van Soest, T. Goderie, E. Regar, S. Koljenović, G. L. J. H. van Leenders, N. Gonzalo, S. van Noorden, T. Okamura, B. E. Bouma, G. J. Tearney, J. W. Oosterhuis, P. W. Serruys, and A. F. W. van der Steen, “Atherosclerotic tissue characterization in vivo by optical coherence tomography attenuation imaging,” J. Biomed. Opt. 15(1), 011105 (2010).
[Crossref]
D. Prabhu, E. Mehanna, M. Gargesha, E. Brandt, D. Wen, N. S. van Ditzhuijzen, D. Chamie, H. Yamamoto, Y. Fujino, A. Alian, J. Patel, M. Costa, H. G. Bezerra, and D. L. Wilson, “Three-dimensional registration of intravascular optical coherence tomography and cryo-image volumes for microscopic-resolution validation,” J. Med. Imag 3(2), 026004 (2016).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
G. van Soest, T. Goderie, E. Regar, S. Koljenović, G. L. J. H. van Leenders, N. Gonzalo, S. van Noorden, T. Okamura, B. E. Bouma, G. J. Tearney, J. W. Oosterhuis, P. W. Serruys, and A. F. W. van der Steen, “Atherosclerotic tissue characterization in vivo by optical coherence tomography attenuation imaging,” J. Biomed. Opt. 15(1), 011105 (2010).
[Crossref]
G. van Soest, T. Goderie, E. Regar, S. Koljenović, G. L. J. H. van Leenders, N. Gonzalo, S. van Noorden, T. Okamura, B. E. Bouma, G. J. Tearney, J. W. Oosterhuis, P. W. Serruys, and A. F. W. van der Steen, “Atherosclerotic tissue characterization in vivo by optical coherence tomography attenuation imaging,” J. Biomed. Opt. 15(1), 011105 (2010).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
G. van Soest, T. Goderie, E. Regar, S. Koljenović, G. L. J. H. van Leenders, N. Gonzalo, S. van Noorden, T. Okamura, B. E. Bouma, G. J. Tearney, J. W. Oosterhuis, P. W. Serruys, and A. F. W. van der Steen, “Atherosclerotic tissue characterization in vivo by optical coherence tomography attenuation imaging,” J. Biomed. Opt. 15(1), 011105 (2010).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
C. Xu, J. M. Schmitt, S. G. Carlier, and R. Virmani, “Characterization of atherosclerosis plaques by measuring both backscattering and attenuation coefficients in optical coherence tomography,” J. Biomed. Opt. 13(3), 034003 (2008).
[Crossref]
Z. Wang, H. Kyono, H. G. Bezerra, H. Wang, M. Gargesha, C. Alraies, C. Xu, J. M. Schmitt, D. L. Wilson, M. A. Costa, and A. M. Rollins, “Semiautomatic segmentation and quantification of calcified plaques in intracoronary optical coherence tomography images,” J. Biomed. Opt. 15(6), 061711 (2010).
[Crossref]
K. Xia, H. Yin, P. Qian, Y. Jiang, and S. Wang, “Liver Semantic Segmentation Algorithm Based on Improved Deep Adversarial Networks in Combination of Weighted Loss Function on Abdominal CT Images,” IEEE Access 7, 96349–96358 (2019).
[Crossref]
H. Lu, M. Gargesha, Z. Wang, D. Chamie, G. F. Attizzani, T. Kanaya, S. Ray, M. A. Costa, A. M. Rollins, H. G. Bezerra, and D. L. Wilson, “Automatic stent detection in intravascular OCT images using bagged decision trees,” Biomed. Opt. Express 3(11), 2809–2824 (2012).
[Crossref]
Z. Wang, H. Kyono, H. G. Bezerra, H. Wang, M. Gargesha, C. Alraies, C. Xu, J. M. Schmitt, D. L. Wilson, M. A. Costa, and A. M. Rollins, “Semiautomatic segmentation and quantification of calcified plaques in intracoronary optical coherence tomography images,” J. Biomed. Opt. 15(6), 061711 (2010).
[Crossref]
Z. Wang, H. Kyono, H. G. Bezerra, D. Wilson, M. A. Costa, and A. Rollins, “Automatic segmentation of intravascular optical coherence tomography images for facilitating quantitative diagnosis of atherosclerosis,” Proceedings of SPIE - The International Society for Optical Engineering (2011).
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
G. J. Tearney, E. Regar, T. Akasaka, T. Adriaenssens, P. Barlis, H. G. Bezerra, B. Bouma, N. Bruining, J. Cho, S. Chowdhary, M. A. Costa, R. de Silva, J. Dijkstra, C. Di Mario, D. Dudek, D. Dudeck, E. Falk, E. Falk, M. D. Feldman, P. Fitzgerald, H. M. Garcia-Garcia, H. Garcia, N. Gonzalo, J. F. Granada, G. Guagliumi, N. R. Holm, Y. Honda, F. Ikeno, M. Kawasaki, J. Kochman, L. Koltowski, T. Kubo, T. Kume, H. Kyono, C. C. S. Lam, G. Lamouche, D. P. Lee, M. B. Leon, A. Maehara, O. Manfrini, G. S. Mintz, K. Mizuno, M. Morel, S. Nadkarni, H. Okura, H. Otake, A. Pietrasik, F. Prati, L. Räber, M. D. Radu, J. Rieber, M. Riga, A. Rollins, M. Rosenberg, V. Sirbu, P. W. J. C. Serruys, K. Shimada, T. Shinke, J. Shite, E. Siegel, S. Sonoda, S. Sonada, M. Suter, S. Takarada, A. Tanaka, M. Terashima, T. Thim, T. Troels, S. Uemura, G. J. Ughi, H. M. M. van Beusekom, A. F. W. van der Steen, G.-A. van Es, G.-A. van Es, G. van Soest, R. Virmani, S. Waxman, N. J. Weissman, and G. Weisz, “and International Working Group for Intravascular Optical Coherence Tomography (IWG-IVOCT), “Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation,” J. Am. Coll. Cardiol. 59(12), 1058–1072 (2012).
[Crossref]
D. Prabhu, E. Mehanna, M. Gargesha, E. Brandt, D. Wen, N. S. van Ditzhuijzen, D. Chamie, H. Yamamoto, Y. Fujino, A. Alian, J. Patel, M. Costa, H. G. Bezerra, and D. L. Wilson, “Three-dimensional registration of intravascular optical coherence tomography and cryo-image volumes for microscopic-resolution validation,” J. Med. Imag 3(2), 026004 (2016).
[Crossref]
D. Prabhu, H. Bezerra, C. Kolluru, Y. Gharaibeh, E. Mehanna, H. Wu, and D. Wilson, “Automated A-line coronary plaque classification of intravascular optical coherence tomography images using handcrafted features and large datasets,” J. Biomed. Opt. 24(10), 1–15 (2019).
[Crossref]
C. Kolluru, D. Prabhu, Y. Gharaibeh, H. Bezerra, G. Guagliumi, and D. Wilson, “Deep neural networks for A-line-based plaque classification in coronary intravascular optical coherence tomography images,” J. Med. Imag. 5(04), 1 (2018).
[Crossref]
Z. Wang, H. Kyono, H. G. Bezerra, D. Wilson, M. A. Costa, and A. Rollins, “Automatic segmentation of intravascular optical coherence tomography images for facilitating quantitative diagnosis of atherosclerosis,” Proceedings of SPIE - The International Society for Optical Engineering (2011).
D. Prabhu, E. Mehanna, M. Gargesha, E. Brandt, D. Wen, N. S. van Ditzhuijzen, D. Chamie, H. Yamamoto, Y. Fujino, A. Alian, J. Patel, M. Costa, H. G. Bezerra, and D. L. Wilson, “Three-dimensional registration of intravascular optical coherence tomography and cryo-image volumes for microscopic-resolution validation,” J. Med. Imag 3(2), 026004 (2016).
[Crossref]
M. Gargesha, R. Shalev, D. Prabhu, K. Tanaka, A. M. Rollins, M. Costa, H. G. Bezerra, and D. L. Wilson, “Parameter estimation of atherosclerotic tissue optical properties from three-dimensional intravascular optical coherence tomography,” J. Med. Imag 2(1), 016001 (2015).
[Crossref]
H. Lu, M. Gargesha, Z. Wang, D. Chamie, G. F. Attizzani, T. Kanaya, S. Ray, M. A. Costa, A. M. Rollins, H. G. Bezerra, and D. L. Wilson, “Automatic stent detection in intravascular OCT images using bagged decision trees,” Biomed. Opt. Express 3(11), 2809–2824 (2012).
[Crossref]
Z. Wang, H. Kyono, H. G. Bezerra, H. Wang, M. Gargesha, C. Alraies, C. Xu, J. M. Schmitt, D. L. Wilson, M. A. Costa, and A. M. Rollins, “Semiautomatic segmentation and quantification of calcified plaques in intracoronary optical coherence tomography images,” J. Biomed. Opt. 15(6), 061711 (2010).
[Crossref]
R. Shalev, H. G. Bezerra, S. Ray, D. Prabhu, and D. L. Wilson, “Classification of calcium in intravascular OCT images for the purpose of intervention planning,” in Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling (International Society for Optics and Photonics, 2016), 9786, p. 978605.
C. Kolluru, D. Prabhu, Y. Gharaibeh, H. Wu, and D. L. Wilson, “Voxel-based plaque classification in coronary intravascular optical coherence tomography images using decision trees,” Proc SPIE Int Soc Opt Eng10575 (2018).
[Crossref]
J. Shotton, J. Winn, C. Rother, and A. Criminisi, “TextonBoost for Image Understanding: Multi-Class Object Recognition and Segmentation by Jointly Modeling Texture, Layout, and Context,” Int J Comput Vis 81(1), 2–23 (2009).
[Crossref]
D. Prabhu, H. Bezerra, C. Kolluru, Y. Gharaibeh, E. Mehanna, H. Wu, and D. Wilson, “Automated A-line coronary plaque classification of intravascular optical coherence tomography images using handcrafted features and large datasets,” J. Biomed. Opt. 24(10), 1–15 (2019).
[Crossref]
C. Kolluru, D. Prabhu, Y. Gharaibeh, H. Wu, and D. L. Wilson, “Voxel-based plaque classification in coronary intravascular optical coherence tomography images using decision trees,” Proc SPIE Int Soc Opt Eng10575 (2018).
[Crossref]
K. Xia, H. Yin, P. Qian, Y. Jiang, and S. Wang, “Liver Semantic Segmentation Algorithm Based on Improved Deep Adversarial Networks in Combination of Weighted Loss Function on Abdominal CT Images,” IEEE Access 7, 96349–96358 (2019).
[Crossref]
Z. Wang, H. Kyono, H. G. Bezerra, H. Wang, M. Gargesha, C. Alraies, C. Xu, J. M. Schmitt, D. L. Wilson, M. A. Costa, and A. M. Rollins, “Semiautomatic segmentation and quantification of calcified plaques in intracoronary optical coherence tomography images,” J. Biomed. Opt. 15(6), 061711 (2010).
[Crossref]
C. Xu, J. M. Schmitt, S. G. Carlier, and R. Virmani, “Characterization of atherosclerosis plaques by measuring both backscattering and attenuation coefficients in optical coherence tomography,” J. Biomed. Opt. 13(3), 034003 (2008).
[Crossref]
D. L. Hoyert and J. Xu, “Deaths: preliminary data for 2011,” Natl. Vital. Stat. Rep. 61(6), 1–51 (2012).
D. Prabhu, E. Mehanna, M. Gargesha, E. Brandt, D. Wen, N. S. van Ditzhuijzen, D. Chamie, H. Yamamoto, Y. Fujino, A. Alian, J. Patel, M. Costa, H. G. Bezerra, and D. L. Wilson, “Three-dimensional registration of intravascular optical coherence tomography and cryo-image volumes for microscopic-resolution validation,” J. Med. Imag 3(2), 026004 (2016).
[Crossref]
H. Dong, G. Yang, F. Liu, Y. Mo, and Y. Guo, “Automatic Brain Tumor Detection and Segmentation Using U-Net Based Fully Convolutional Networks,” arXiv:1705.03820 [cs] (2017).
Y. Han and J. C. Ye, “Framing U-Net via Deep Convolutional Framelets: Application to Sparse-view CT,” arXiv:1708.08333 [cs, stat] (2017).
K. Men, X. Chen, Y. Zhang, T. Zhang, J. Dai, J. Yi, and Y. Li, “Deep Deconvolutional Neural Network for Target Segmentation of Nasopharyngeal Cancer in Planning Computed Tomography Images,” Front. Oncol. 7, 315 (2017).
[Crossref]
K. Xia, H. Yin, P. Qian, Y. Jiang, and S. Wang, “Liver Semantic Segmentation Algorithm Based on Improved Deep Adversarial Networks in Combination of Weighted Loss Function on Abdominal CT Images,” IEEE Access 7, 96349–96358 (2019).
[Crossref]
A. Fujino, G. S. Mintz, M. Matsumura, T. Lee, S.-Y. Kim, M. Hoshino, E. Usui, T. Yonetsu, E. S. Haag, R. A. Shlofmitz, T. Kakuta, and A. Maehara, “A new optical coherence tomography-based calcium scoring system to predict stent underexpansion,” EuroIntervention 13(18), 2182–2189 (2018).
[Crossref]
Y. L. Yong, L. K. Tan, R. A. McLaughlin, K. H. Chee, and Y. M. Liew, “Linear-regression convolutional neural network for fully automated coronary lumen segmentation in intravascular optical coherence tomography,” J. Biomed. Opt. 22(12), 1–9 (2017).
[Crossref]
K. Men, X. Chen, Y. Zhang, T. Zhang, J. Dai, J. Yi, and Y. Li, “Deep Deconvolutional Neural Network for Target Segmentation of Nasopharyngeal Cancer in Planning Computed Tomography Images,” Front. Oncol. 7, 315 (2017).
[Crossref]
K. He, X. Zhang, S. Ren, and J. Sun, “Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification,” in Proceedings of the 2015 IEEE International Conference on Computer Vision (ICCV), ICCV ‘15 (IEEE Computer Society, 2015), pp. 1026–1034.
K. Men, X. Chen, Y. Zhang, T. Zhang, J. Dai, J. Yi, and Y. Li, “Deep Deconvolutional Neural Network for Target Segmentation of Nasopharyngeal Cancer in Planning Computed Tomography Images,” Front. Oncol. 7, 315 (2017).
[Crossref]
F. Liu, Z. Zhou, H. Jang, A. Samsonov, G. Zhao, and R. Kijowski, “Deep convolutional neural network and 3D deformable approach for tissue segmentation in musculoskeletal magnetic resonance imaging,” Magn. Reson. Med 79(4), 2379–2391 (2018).
[Crossref]
S. He, J. Zheng, A. Maehara, G. Mintz, D. Tang, M. Anastasio, and H. Li, “Convolutional neural network based automatic plaque characterization from intracoronary optical coherence tomography images,” Medical Imaging 2018: Image Processing107 (2018).
[Crossref]
F. Liu, Z. Zhou, H. Jang, A. Samsonov, G. Zhao, and R. Kijowski, “Deep convolutional neural network and 3D deformable approach for tissue segmentation in musculoskeletal magnetic resonance imaging,” Magn. Reson. Med 79(4), 2379–2391 (2018).
[Crossref]
L.-C. Chen, Y. Zhu, G. Papandreou, F. Schroff, and H. Adam, “Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation,” in Computer Vision – ECCV 2018, V. Ferrari, M. Hebert, C. Sminchisescu, and Y. Weiss, eds., Lecture Notes in Computer Science (Springer International Publishing, 2018), pp. 833–851.
K. Simonyan and A. Zisserman, “Very Deep Convolutional Networks for Large-Scale Image Recognition,” arXiv:1409.1556 [cs] (2014).