Abstract

Recently, multimodal imaging has gained an increasing interest in medical applications thanks to the inherent combination of strengths of the different techniques. For example, diffuse optics is used to probe both the composition and the microstructure of highly diffusive media down to a depth of few centimeters, but its spatial resolution is intrinsically low. On the other hand, ultrasound imaging exhibits the higher spatial resolution of morphological imaging, but without providing solid constitutional information. Thus, the combination of diffuse optical imaging and ultrasound may improve the effectiveness of medical examinations, e.g. for screening or diagnosis of tumors. However, the presence of an ultrasound coupling gel between probe and tissue can impair diffuse optical measurements like diffuse optical spectroscopy and diffuse correlation spectroscopy, since it may provide a direct path for photons between source and detector. A systematic study on the effect of different ultrasound coupling fluids was performed on tissue-mimicking phantoms, confirming that a water-clear gel can produce detrimental effects on optical measurements when recovering absorption/reduced scattering coefficients from time-domain spectroscopy acquisitions as well as particle Brownian diffusion coefficient from diffuse correlation spectroscopy ones. On the other hand, we show the suitability for optical measurements of other types of diffusive fluids, also compatible with ultrasound imaging.

© 2019 Optical Society of America under the terms of the OSA Open Access Publishing Agreement

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2019 (1)

V. Quaresima and M. Ferrari, “Functional Near-Infrared Spectroscopy (fNIRS) for Assessing Cerebral Cortex Function During Human Behavior in Natural/Social Situations: A Concise Review,” Organ. Res. Methods 22(1), 46–68 (2019).
[Crossref]

2018 (3)

S. Fantini, B. Frederick, and A. Sassaroli, “Perspective: Prospects of non-invasive sensing of the human brain with diffuse optical imaging,” APL Photonics 3(11), 110901 (2018).
[Crossref] [PubMed]

H. Vavadi, A. Mostafa, F. Zhou, K. M. S. Uddin, M. Althobaiti, C. Xu, R. Bansal, F. Ademuyiwa, S. Poplack, and Q. Zhu, “Compact ultrasound-guided diffuse optical tomography system for breast cancer imaging,” J. Biomed. Opt. 24(2), 1–9 (2018).
[Crossref] [PubMed]

L. Cortese, G. L. Presti, M. Pagliazzi, D. Contini, A. Dalla Mora, A. Pifferi, S. K. V. Sekar, L. Spinelli, P. Taroni, M. Zanoletti, U. M. Weigel, S. de Fraguier, A. Nguyen-Dihn, B. Rosinski, and T. Durduran, “Liquid phantoms for near-infrared and diffuse correlation spectroscopies with tunable optical and dynamic properties,” Biomed. Opt. Express 9(5), 2068–2080 (2018).
[Crossref] [PubMed]

2017 (4)

N. A. Carbone, D. I. Iriarte, and J. A. Pomarico, “Wide field continuous wave reflectance optical topography including a clear layer on top of the diffusive surface,” J. Near Infrared Spectrosc. 25(3), 165–171 (2017).
[Crossref]

F. Zhou, A. Mostafa, and Q. Zhu, “Improving breast cancer diagnosis by reducing chest wall effect in diffuse optical tomography,” J. Biomed. Opt. 22(3), 036004 (2017).
[Crossref] [PubMed]

L. Di Sieno, J. Nissinen, L. Hallman, E. Martinenghi, D. Contini, A. Pifferi, J. Kostamovaara, and A. Dalla Mora, “Miniaturized pulsed laser source for time-domain diffuse optics routes to wearable devices,” J. Biomed. Opt. 22(8), 1–9 (2017).
[Crossref] [PubMed]

M. Buttafava, E. Martinenghi, D. Tamborini, D. Contini, A. Dalla Mora, M. Renna, A. Torricelli, A. Pifferi, F. Zappa, and A. Tosi, “A Compact Two-Wavelength Time-Domain NIRS System Based on SiPM and Pulsed Diode Lasers,” IEEE Photonics J. 9(1), 1–14 (2017).
[Crossref]

2016 (5)

S. Konugolu Venkata Sekar, A. Dalla Mora, I. Bargigia, E. Martinenghi, C. Lindner, P. Farzam, M. Pagliazzi, T. Durduran, P. Taroni, A. Pifferi, and A. Farina, “Broadband (600-1350 nm) Time-Resolved Diffuse Optical Spectrometer for Clinical Use,” IEEE J. Sel. Top. Quantum Electron. 22(3), 7100609 (2016).
[Crossref]

E. Martinenghi, L. Di Sieno, D. Contini, M. Sanzaro, A. Pifferi, and A. Dalla Mora, “Time-resolved single-photon detection module based on silicon photomultiplier: A novel building block for time-correlated measurement systems,” Rev. Sci. Instrum. 87(7), 073101 (2016).
[Crossref] [PubMed]

R. Re, E. Martinenghi, A. Dalla Mora, D. Contini, A. Pifferi, and A. Torricelli, “Probe-hosted silicon photomultipliers for time-domain functional near-infrared spectroscopy: phantom and in vivo tests,” Neurophotonics 3(4), 045004 (2016).
[Crossref] [PubMed]

C. Xu, H. Vavadi, A. Merkulov, H. Li, M. Erfanzadeh, A. Mostafa, Y. Gong, H. Salehi, S. Tannenbaum, and Q. Zhu, “Ultrasound-Guided Diffuse Optical Tomography for Predicting and Monitoring Neoadjuvant Chemotherapy of Breast Cancers: Recent Progress,” Ultrason. Imaging 38(1), 5–18 (2016).
[Crossref] [PubMed]

X. Li, X.-N. Zhang, X.-D. Li, and J. Chang, “Multimodality imaging in nanomedicine and nanotheranostics,” Cancer Biol. Med. 13(3), 339–348 (2016).
[Crossref] [PubMed]

2015 (4)

2014 (4)

L. Di Sieno, A. Dalla Mora, G. Boso, A. Tosi, A. Pifferi, R. Cubeddu, and D. Contini, “Diffuse optics using a dual window fast-gated counter,” Appl. Opt. 53(31), 7394–7401 (2014).
[Crossref] [PubMed]

V. C. Kavuri and H. Liu, “Hierarchical clustering method to improve transrectal ultrasound-guided diffuse optical tomography for prostate cancer imaging,” Acad. Radiol. 21(2), 250–262 (2014).
[Crossref] [PubMed]

H. Wabnitz, A. Jelzow, M. Mazurenka, O. Steinkellner, R. Macdonald, D. Milej, N. Żołek, M. Kacprzak, P. Sawosz, R. Maniewski, A. Liebert, S. Magazov, J. Hebden, F. Martelli, P. Di Ninni, G. Zaccanti, A. Torricelli, D. Contini, R. Re, L. Zucchelli, L. Spinelli, R. Cubeddu, and A. Pifferi, “Performance assessment of time-domain optical brain imagers, part 2: nEUROPt protocol,” J. Biomed. Opt. 19(8), 086012 (2014).
[Crossref] [PubMed]

H. Wabnitz, D. R. Taubert, M. Mazurenka, O. Steinkellner, A. Jelzow, R. Macdonald, D. Milej, P. Sawosz, M. Kacprzak, A. Liebert, R. Cooper, J. Hebden, A. Pifferi, A. Farina, I. Bargigia, D. Contini, M. Caffini, L. Zucchelli, L. Spinelli, R. Cubeddu, and A. Torricelli, “Performance assessment of time-domain optical brain imagers, part 1: basic instrumental performance protocol,” J. Biomed. Opt. 19(8), 086010 (2014).
[Crossref] [PubMed]

2012 (1)

2011 (1)

C. M. Carpenter, B. W. Pogue, S. Jiang, J. Wang, B. A. Hargreaves, R. Rakow-Penner, B. L. Daniel, and K. D. Paulsen, “MR water quantitative priors improves the accuracy of optical breast imaging,” IEEE Trans. Med. Imaging 30(1), 159–168 (2011).
[Crossref] [PubMed]

2010 (4)

S. Srinivasan, C. M. Carpenter, H. R. Ghadyani, S. J. Taka, P. A. Kaufman, R. M. Diflorio-Alexander, W. A. Wells, B. W. Pogue, and K. D. Paulsen, “Image guided near-infrared spectroscopy of breast tissue in vivo using boundary element method,” J. Biomed. Opt. 15(6), 061703 (2010).
[Crossref] [PubMed]

W. P. Segars, G. Sturgeon, S. Mendonca, J. Grimes, and B. M. W. Tsui, “4D XCAT phantom for multimodality imaging research,” Med. Phys. 37(9), 4902–4915 (2010).
[Crossref] [PubMed]

B. J. Pichler, A. Kolb, T. Nägele, and H.-P. Schlemmer, “PET/MRI: Paving the Way for the Next Generation of Clinical Multimodality Imaging Applications,” J. Nucl. Med. 51(3), 333–336 (2010).
[Crossref] [PubMed]

T. Durduran, R. Choe, W. B. Baker, and A. G. Yodh, “Diffuse optics for tissue monitoring and tomography,” Rep. Prog. Phys. 73(7), 076701 (2010).
[Crossref] [PubMed]

2009 (1)

S. R. Cherry, “Multimodality Imaging: Beyond PET/CT and SPECT/CT,” Semin. Nucl. Med. 39(5), 348–353 (2009).
[Crossref] [PubMed]

2008 (1)

D. W. Townsend, “Multimodality imaging of structure and function,” Phys. Med. Biol. 53(4), R1–R39 (2008).
[Crossref] [PubMed]

2007 (2)

L. Curiel, R. Chopra, and K. Hynynen, “Progress in multimodality imaging: Truly simultaneous ultrasound and magnetic resonance imaging,” IEEE Trans. Med. Imaging 26(12), 1740–1746 (2007).
[Crossref] [PubMed]

P. K. Yalavarthy, B. W. Pogue, H. Dehghani, C. M. Carpenter, S. Jiang, K. D. Paulsen, Q. Zhang, T. J. Brukilacchio, A. Li, J. J. Stott, T. Chaves, E. Hillman, T. Wu, M. Chorlton, E. Rafferty, R. H. Moore, D. B. Kopans, A. Li, G. Boverman, Y. Zhang, D. Brooks, E. L. Miller, M. E. Kilmer, Q. Zhang, and E. M. C. Hillman,11R. L. Barbour, H. L. Graber, J. W. Chang, S. L. S. Barbour, P. C. Koo, R. Aronson, W. Pogue, S. Jiang, H. Dehghani, S. Srinivasan, C. Kogel, T. D. Tosteson, J. Weaver, S. P. Poplack, K. D. Paulsen, K. D. Paulsen, H. Jiang, T. O. Mcbride, B. W. Pogue, and U. L. Osterberg, “Structural information within regularization matrices improves near infrared diffuse optical tomography,” Opt. Express 15, 8043–8058 (2007).

P. K. Yalavarthy, B. W. Pogue, H. Dehghani, C. M. Carpenter, S. Jiang, K. D. Paulsen, Q. Zhang, T. J. Brukilacchio, A. Li, J. J. Stott, T. Chaves, E. Hillman, T. Wu, M. Chorlton, E. Rafferty, R. H. Moore, D. B. Kopans, A. Li, G. Boverman, Y. Zhang, D. Brooks, E. L. Miller, M. E. Kilmer, Q. Zhang, and E. M. C. Hillman,11R. L. Barbour, H. L. Graber, J. W. Chang, S. L. S. Barbour, P. C. Koo, R. Aronson, W. Pogue, S. Jiang, H. Dehghani, S. Srinivasan, C. Kogel, T. D. Tosteson, J. Weaver, S. P. Poplack, K. D. Paulsen, K. D. Paulsen, H. Jiang, T. O. Mcbride, B. W. Pogue, and U. L. Osterberg, “Structural information within regularization matrices improves near infrared diffuse optical tomography,” Opt. Express 15, 8043–8058 (2007).

2006 (1)

2005 (2)

2004 (1)

2003 (1)

2002 (1)

V. Ntziachristos, A. G. Yodh, M. D. Schnall, and B. Chance, “MRI-guided diffuse optical spectroscopy of malignant and benign breast lesions,” Neoplasia 4(4), 347–354 (2002).
[Crossref] [PubMed]

1998 (1)

V. Ntziachristos, X. H. Ma, and B. Chance, “Time-correlated single photon counting imager for simultaneous magnetic resonance and near-infrared mammography,” Rev. Sci. Instrum. 69(12), 4221–4233 (1998).
[Crossref]

1997 (1)

1995 (1)

A. Yodh and B. Chance, “Spectroscopy and imaging with diffusing light,” Phys. Today 48(3), 34–40 (1995).
[Crossref]

Ademuyiwa, F.

H. Vavadi, A. Mostafa, F. Zhou, K. M. S. Uddin, M. Althobaiti, C. Xu, R. Bansal, F. Ademuyiwa, S. Poplack, and Q. Zhu, “Compact ultrasound-guided diffuse optical tomography system for breast cancer imaging,” J. Biomed. Opt. 24(2), 1–9 (2018).
[Crossref] [PubMed]

Althobaiti, M.

H. Vavadi, A. Mostafa, F. Zhou, K. M. S. Uddin, M. Althobaiti, C. Xu, R. Bansal, F. Ademuyiwa, S. Poplack, and Q. Zhu, “Compact ultrasound-guided diffuse optical tomography system for breast cancer imaging,” J. Biomed. Opt. 24(2), 1–9 (2018).
[Crossref] [PubMed]

Andersson-Engels, S.

Aronson, R.

Arridge, S.

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Farzam, P.

S. Konugolu Venkata Sekar, A. Dalla Mora, I. Bargigia, E. Martinenghi, C. Lindner, P. Farzam, M. Pagliazzi, T. Durduran, P. Taroni, A. Pifferi, and A. Farina, “Broadband (600-1350 nm) Time-Resolved Diffuse Optical Spectrometer for Clinical Use,” IEEE J. Sel. Top. Quantum Electron. 22(3), 7100609 (2016).
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P. K. Yalavarthy, B. W. Pogue, H. Dehghani, C. M. Carpenter, S. Jiang, K. D. Paulsen, Q. Zhang, T. J. Brukilacchio, A. Li, J. J. Stott, T. Chaves, E. Hillman, T. Wu, M. Chorlton, E. Rafferty, R. H. Moore, D. B. Kopans, A. Li, G. Boverman, Y. Zhang, D. Brooks, E. L. Miller, M. E. Kilmer, Q. Zhang, and E. M. C. Hillman,11R. L. Barbour, H. L. Graber, J. W. Chang, S. L. S. Barbour, P. C. Koo, R. Aronson, W. Pogue, S. Jiang, H. Dehghani, S. Srinivasan, C. Kogel, T. D. Tosteson, J. Weaver, S. P. Poplack, K. D. Paulsen, K. D. Paulsen, H. Jiang, T. O. Mcbride, B. W. Pogue, and U. L. Osterberg, “Structural information within regularization matrices improves near infrared diffuse optical tomography,” Opt. Express 15, 8043–8058 (2007).

P. K. Yalavarthy, B. W. Pogue, H. Dehghani, C. M. Carpenter, S. Jiang, K. D. Paulsen, Q. Zhang, T. J. Brukilacchio, A. Li, J. J. Stott, T. Chaves, E. Hillman, T. Wu, M. Chorlton, E. Rafferty, R. H. Moore, D. B. Kopans, A. Li, G. Boverman, Y. Zhang, D. Brooks, E. L. Miller, M. E. Kilmer, Q. Zhang, and E. M. C. Hillman,11R. L. Barbour, H. L. Graber, J. W. Chang, S. L. S. Barbour, P. C. Koo, R. Aronson, W. Pogue, S. Jiang, H. Dehghani, S. Srinivasan, C. Kogel, T. D. Tosteson, J. Weaver, S. P. Poplack, K. D. Paulsen, K. D. Paulsen, H. Jiang, T. O. Mcbride, B. W. Pogue, and U. L. Osterberg, “Structural information within regularization matrices improves near infrared diffuse optical tomography,” Opt. Express 15, 8043–8058 (2007).

P. K. Yalavarthy, B. W. Pogue, H. Dehghani, C. M. Carpenter, S. Jiang, K. D. Paulsen, Q. Zhang, T. J. Brukilacchio, A. Li, J. J. Stott, T. Chaves, E. Hillman, T. Wu, M. Chorlton, E. Rafferty, R. H. Moore, D. B. Kopans, A. Li, G. Boverman, Y. Zhang, D. Brooks, E. L. Miller, M. E. Kilmer, Q. Zhang, and E. M. C. Hillman,11R. L. Barbour, H. L. Graber, J. W. Chang, S. L. S. Barbour, P. C. Koo, R. Aronson, W. Pogue, S. Jiang, H. Dehghani, S. Srinivasan, C. Kogel, T. D. Tosteson, J. Weaver, S. P. Poplack, K. D. Paulsen, K. D. Paulsen, H. Jiang, T. O. Mcbride, B. W. Pogue, and U. L. Osterberg, “Structural information within regularization matrices improves near infrared diffuse optical tomography,” Opt. Express 15, 8043–8058 (2007).

Pichler, B. J.

B. J. Pichler, A. Kolb, T. Nägele, and H.-P. Schlemmer, “PET/MRI: Paving the Way for the Next Generation of Clinical Multimodality Imaging Applications,” J. Nucl. Med. 51(3), 333–336 (2010).
[Crossref] [PubMed]

Pifferi, A.

L. Cortese, G. L. Presti, M. Pagliazzi, D. Contini, A. Dalla Mora, A. Pifferi, S. K. V. Sekar, L. Spinelli, P. Taroni, M. Zanoletti, U. M. Weigel, S. de Fraguier, A. Nguyen-Dihn, B. Rosinski, and T. Durduran, “Liquid phantoms for near-infrared and diffuse correlation spectroscopies with tunable optical and dynamic properties,” Biomed. Opt. Express 9(5), 2068–2080 (2018).
[Crossref] [PubMed]

L. Di Sieno, J. Nissinen, L. Hallman, E. Martinenghi, D. Contini, A. Pifferi, J. Kostamovaara, and A. Dalla Mora, “Miniaturized pulsed laser source for time-domain diffuse optics routes to wearable devices,” J. Biomed. Opt. 22(8), 1–9 (2017).
[Crossref] [PubMed]

M. Buttafava, E. Martinenghi, D. Tamborini, D. Contini, A. Dalla Mora, M. Renna, A. Torricelli, A. Pifferi, F. Zappa, and A. Tosi, “A Compact Two-Wavelength Time-Domain NIRS System Based on SiPM and Pulsed Diode Lasers,” IEEE Photonics J. 9(1), 1–14 (2017).
[Crossref]

S. Konugolu Venkata Sekar, A. Dalla Mora, I. Bargigia, E. Martinenghi, C. Lindner, P. Farzam, M. Pagliazzi, T. Durduran, P. Taroni, A. Pifferi, and A. Farina, “Broadband (600-1350 nm) Time-Resolved Diffuse Optical Spectrometer for Clinical Use,” IEEE J. Sel. Top. Quantum Electron. 22(3), 7100609 (2016).
[Crossref]

E. Martinenghi, L. Di Sieno, D. Contini, M. Sanzaro, A. Pifferi, and A. Dalla Mora, “Time-resolved single-photon detection module based on silicon photomultiplier: A novel building block for time-correlated measurement systems,” Rev. Sci. Instrum. 87(7), 073101 (2016).
[Crossref] [PubMed]

R. Re, E. Martinenghi, A. Dalla Mora, D. Contini, A. Pifferi, and A. Torricelli, “Probe-hosted silicon photomultipliers for time-domain functional near-infrared spectroscopy: phantom and in vivo tests,” Neurophotonics 3(4), 045004 (2016).
[Crossref] [PubMed]

A. Puszka, L. Di Sieno, A. Dalla Mora, A. Pifferi, D. Contini, A. Planat-Chrétien, A. Koenig, G. Boso, A. Tosi, L. Hervé, and J.-M. Dinten, “Spatial resolution in depth for time-resolved diffuse optical tomography using short source-detector separations,” Biomed. Opt. Express 6(1), 1–10 (2015).
[Crossref] [PubMed]

A. Dalla ora, E. Martinenghi, D. Contini, A. Tosi, G. Boso, T. Durduran, S. Arridge, F. Martelli, A. Farina, A. Torricelli, and A. Pifferi, “Fast silicon photomultiplier improves signal harvesting and reduces complexity in time-domain diffuse optics,” Opt. Express 23(11), 13937–13946 (2015).
[Crossref] [PubMed]

H. Wabnitz, D. R. Taubert, M. Mazurenka, O. Steinkellner, A. Jelzow, R. Macdonald, D. Milej, P. Sawosz, M. Kacprzak, A. Liebert, R. Cooper, J. Hebden, A. Pifferi, A. Farina, I. Bargigia, D. Contini, M. Caffini, L. Zucchelli, L. Spinelli, R. Cubeddu, and A. Torricelli, “Performance assessment of time-domain optical brain imagers, part 1: basic instrumental performance protocol,” J. Biomed. Opt. 19(8), 086010 (2014).
[Crossref] [PubMed]

L. Di Sieno, A. Dalla Mora, G. Boso, A. Tosi, A. Pifferi, R. Cubeddu, and D. Contini, “Diffuse optics using a dual window fast-gated counter,” Appl. Opt. 53(31), 7394–7401 (2014).
[Crossref] [PubMed]

H. Wabnitz, A. Jelzow, M. Mazurenka, O. Steinkellner, R. Macdonald, D. Milej, N. Żołek, M. Kacprzak, P. Sawosz, R. Maniewski, A. Liebert, S. Magazov, J. Hebden, F. Martelli, P. Di Ninni, G. Zaccanti, A. Torricelli, D. Contini, R. Re, L. Zucchelli, L. Spinelli, R. Cubeddu, and A. Pifferi, “Performance assessment of time-domain optical brain imagers, part 2: nEUROPt protocol,” J. Biomed. Opt. 19(8), 086012 (2014).
[Crossref] [PubMed]

A. Pifferi, A. Farina, A. Torricelli, G. Quarto, R. Cubeddu, and P. Taroni, “Review: Time-domain broadband near infrared spectroscopy of the female breast: A focused review from basic principles to future perspectives,” J. Near Infrared Spectrosc. 20(1), 223–235 (2012).
[Crossref]

D. Contini, A. Torricelli, A. Pifferi, L. Spinelli, F. Paglia, and R. Cubeddu, “Multi-channel time-resolved system for functional near infrared spectroscopy,” Opt. Express 14(12), 5418–5432 (2006).
[Crossref] [PubMed]

A. Pifferi, A. Torricelli, A. Bassi, P. Taroni, R. Cubeddu, H. Wabnitz, D. Grosenick, M. Möller, R. Macdonald, J. Swartling, T. Svensson, S. Andersson-Engels, R. L. P. van Veen, H. J. C. M. Sterenborg, J.-M. Tualle, H. L. Nghiem, S. Avrillier, M. Whelan, and H. Stamm, “Performance assessment of photon migration instruments: the MEDPHOT protocol,” Appl. Opt. 44(11), 2104–2114 (2005).
[Crossref] [PubMed]

S. Del Bianco, F. Martelli, F. Cignini, G. Zaccanti, A. Pifferi, A. Torricelli, A. Bassi, P. Taroni, and R. Cubeddu, “Liquid phantom for investigating light propagation through layered diffusive media,” Opt. Express 12(10), 2102–2111 (2004).
[Crossref] [PubMed]

Planat-Chrétien, A.

Pogue, B. W.

L. Zhang, Y. Zhao, S. Jiang, B. W. Pogue, and K. D. Paulsen, “Direct regularization from co-registered anatomical images for MRI-guided near-infrared spectral tomographic image reconstruction,” Biomed. Opt. Express 6(9), 3618–3630 (2015).
[Crossref] [PubMed]

C. M. Carpenter, B. W. Pogue, S. Jiang, J. Wang, B. A. Hargreaves, R. Rakow-Penner, B. L. Daniel, and K. D. Paulsen, “MR water quantitative priors improves the accuracy of optical breast imaging,” IEEE Trans. Med. Imaging 30(1), 159–168 (2011).
[Crossref] [PubMed]

S. Srinivasan, C. M. Carpenter, H. R. Ghadyani, S. J. Taka, P. A. Kaufman, R. M. Diflorio-Alexander, W. A. Wells, B. W. Pogue, and K. D. Paulsen, “Image guided near-infrared spectroscopy of breast tissue in vivo using boundary element method,” J. Biomed. Opt. 15(6), 061703 (2010).
[Crossref] [PubMed]

P. K. Yalavarthy, B. W. Pogue, H. Dehghani, C. M. Carpenter, S. Jiang, K. D. Paulsen, Q. Zhang, T. J. Brukilacchio, A. Li, J. J. Stott, T. Chaves, E. Hillman, T. Wu, M. Chorlton, E. Rafferty, R. H. Moore, D. B. Kopans, A. Li, G. Boverman, Y. Zhang, D. Brooks, E. L. Miller, M. E. Kilmer, Q. Zhang, and E. M. C. Hillman,11R. L. Barbour, H. L. Graber, J. W. Chang, S. L. S. Barbour, P. C. Koo, R. Aronson, W. Pogue, S. Jiang, H. Dehghani, S. Srinivasan, C. Kogel, T. D. Tosteson, J. Weaver, S. P. Poplack, K. D. Paulsen, K. D. Paulsen, H. Jiang, T. O. Mcbride, B. W. Pogue, and U. L. Osterberg, “Structural information within regularization matrices improves near infrared diffuse optical tomography,” Opt. Express 15, 8043–8058 (2007).

P. K. Yalavarthy, B. W. Pogue, H. Dehghani, C. M. Carpenter, S. Jiang, K. D. Paulsen, Q. Zhang, T. J. Brukilacchio, A. Li, J. J. Stott, T. Chaves, E. Hillman, T. Wu, M. Chorlton, E. Rafferty, R. H. Moore, D. B. Kopans, A. Li, G. Boverman, Y. Zhang, D. Brooks, E. L. Miller, M. E. Kilmer, Q. Zhang, and E. M. C. Hillman,11R. L. Barbour, H. L. Graber, J. W. Chang, S. L. S. Barbour, P. C. Koo, R. Aronson, W. Pogue, S. Jiang, H. Dehghani, S. Srinivasan, C. Kogel, T. D. Tosteson, J. Weaver, S. P. Poplack, K. D. Paulsen, K. D. Paulsen, H. Jiang, T. O. Mcbride, B. W. Pogue, and U. L. Osterberg, “Structural information within regularization matrices improves near infrared diffuse optical tomography,” Opt. Express 15, 8043–8058 (2007).

Pogue, W.

Pomarico, J. A.

Poplack, S.

H. Vavadi, A. Mostafa, F. Zhou, K. M. S. Uddin, M. Althobaiti, C. Xu, R. Bansal, F. Ademuyiwa, S. Poplack, and Q. Zhu, “Compact ultrasound-guided diffuse optical tomography system for breast cancer imaging,” J. Biomed. Opt. 24(2), 1–9 (2018).
[Crossref] [PubMed]

Poplack, S. P.

Popp, J.

N. Vogler, S. Heuke, T. W. Bocklitz, M. Schmitt, and J. Popp, “Multimodal Imaging Spectroscopy of Tissue,” Annu. Rev. Anal. Chem. (Palo Alto, Calif.) 8(1), 359–387 (2015).
[Crossref] [PubMed]

Presti, G. L.

Puszka, A.

Quaresima, V.

V. Quaresima and M. Ferrari, “Functional Near-Infrared Spectroscopy (fNIRS) for Assessing Cerebral Cortex Function During Human Behavior in Natural/Social Situations: A Concise Review,” Organ. Res. Methods 22(1), 46–68 (2019).
[Crossref]

Quarto, G.

Rafferty, E.

Rakow-Penner, R.

C. M. Carpenter, B. W. Pogue, S. Jiang, J. Wang, B. A. Hargreaves, R. Rakow-Penner, B. L. Daniel, and K. D. Paulsen, “MR water quantitative priors improves the accuracy of optical breast imaging,” IEEE Trans. Med. Imaging 30(1), 159–168 (2011).
[Crossref] [PubMed]

Re, R.

R. Re, E. Martinenghi, A. Dalla Mora, D. Contini, A. Pifferi, and A. Torricelli, “Probe-hosted silicon photomultipliers for time-domain functional near-infrared spectroscopy: phantom and in vivo tests,” Neurophotonics 3(4), 045004 (2016).
[Crossref] [PubMed]

H. Wabnitz, A. Jelzow, M. Mazurenka, O. Steinkellner, R. Macdonald, D. Milej, N. Żołek, M. Kacprzak, P. Sawosz, R. Maniewski, A. Liebert, S. Magazov, J. Hebden, F. Martelli, P. Di Ninni, G. Zaccanti, A. Torricelli, D. Contini, R. Re, L. Zucchelli, L. Spinelli, R. Cubeddu, and A. Pifferi, “Performance assessment of time-domain optical brain imagers, part 2: nEUROPt protocol,” J. Biomed. Opt. 19(8), 086012 (2014).
[Crossref] [PubMed]

Renna, M.

M. Buttafava, E. Martinenghi, D. Tamborini, D. Contini, A. Dalla Mora, M. Renna, A. Torricelli, A. Pifferi, F. Zappa, and A. Tosi, “A Compact Two-Wavelength Time-Domain NIRS System Based on SiPM and Pulsed Diode Lasers,” IEEE Photonics J. 9(1), 1–14 (2017).
[Crossref]

Rosinski, B.

Salehi, H.

C. Xu, H. Vavadi, A. Merkulov, H. Li, M. Erfanzadeh, A. Mostafa, Y. Gong, H. Salehi, S. Tannenbaum, and Q. Zhu, “Ultrasound-Guided Diffuse Optical Tomography for Predicting and Monitoring Neoadjuvant Chemotherapy of Breast Cancers: Recent Progress,” Ultrason. Imaging 38(1), 5–18 (2016).
[Crossref] [PubMed]

Sanzaro, M.

E. Martinenghi, L. Di Sieno, D. Contini, M. Sanzaro, A. Pifferi, and A. Dalla Mora, “Time-resolved single-photon detection module based on silicon photomultiplier: A novel building block for time-correlated measurement systems,” Rev. Sci. Instrum. 87(7), 073101 (2016).
[Crossref] [PubMed]

Sassaroli, A.

S. Fantini, B. Frederick, and A. Sassaroli, “Perspective: Prospects of non-invasive sensing of the human brain with diffuse optical imaging,” APL Photonics 3(11), 110901 (2018).
[Crossref] [PubMed]

Sawosz, P.

H. Wabnitz, A. Jelzow, M. Mazurenka, O. Steinkellner, R. Macdonald, D. Milej, N. Żołek, M. Kacprzak, P. Sawosz, R. Maniewski, A. Liebert, S. Magazov, J. Hebden, F. Martelli, P. Di Ninni, G. Zaccanti, A. Torricelli, D. Contini, R. Re, L. Zucchelli, L. Spinelli, R. Cubeddu, and A. Pifferi, “Performance assessment of time-domain optical brain imagers, part 2: nEUROPt protocol,” J. Biomed. Opt. 19(8), 086012 (2014).
[Crossref] [PubMed]

H. Wabnitz, D. R. Taubert, M. Mazurenka, O. Steinkellner, A. Jelzow, R. Macdonald, D. Milej, P. Sawosz, M. Kacprzak, A. Liebert, R. Cooper, J. Hebden, A. Pifferi, A. Farina, I. Bargigia, D. Contini, M. Caffini, L. Zucchelli, L. Spinelli, R. Cubeddu, and A. Torricelli, “Performance assessment of time-domain optical brain imagers, part 1: basic instrumental performance protocol,” J. Biomed. Opt. 19(8), 086010 (2014).
[Crossref] [PubMed]

Schlemmer, H.-P.

B. J. Pichler, A. Kolb, T. Nägele, and H.-P. Schlemmer, “PET/MRI: Paving the Way for the Next Generation of Clinical Multimodality Imaging Applications,” J. Nucl. Med. 51(3), 333–336 (2010).
[Crossref] [PubMed]

Schmitt, M.

N. Vogler, S. Heuke, T. W. Bocklitz, M. Schmitt, and J. Popp, “Multimodal Imaging Spectroscopy of Tissue,” Annu. Rev. Anal. Chem. (Palo Alto, Calif.) 8(1), 359–387 (2015).
[Crossref] [PubMed]

Schnall, M. D.

V. Ntziachristos, A. G. Yodh, M. D. Schnall, and B. Chance, “MRI-guided diffuse optical spectroscopy of malignant and benign breast lesions,” Neoplasia 4(4), 347–354 (2002).
[Crossref] [PubMed]

Segars, W. P.

W. P. Segars, G. Sturgeon, S. Mendonca, J. Grimes, and B. M. W. Tsui, “4D XCAT phantom for multimodality imaging research,” Med. Phys. 37(9), 4902–4915 (2010).
[Crossref] [PubMed]

Sekar, S. K. V.

Sorensen, A. G.

Spinelli, L.

L. Cortese, G. L. Presti, M. Pagliazzi, D. Contini, A. Dalla Mora, A. Pifferi, S. K. V. Sekar, L. Spinelli, P. Taroni, M. Zanoletti, U. M. Weigel, S. de Fraguier, A. Nguyen-Dihn, B. Rosinski, and T. Durduran, “Liquid phantoms for near-infrared and diffuse correlation spectroscopies with tunable optical and dynamic properties,” Biomed. Opt. Express 9(5), 2068–2080 (2018).
[Crossref] [PubMed]

H. Wabnitz, D. R. Taubert, M. Mazurenka, O. Steinkellner, A. Jelzow, R. Macdonald, D. Milej, P. Sawosz, M. Kacprzak, A. Liebert, R. Cooper, J. Hebden, A. Pifferi, A. Farina, I. Bargigia, D. Contini, M. Caffini, L. Zucchelli, L. Spinelli, R. Cubeddu, and A. Torricelli, “Performance assessment of time-domain optical brain imagers, part 1: basic instrumental performance protocol,” J. Biomed. Opt. 19(8), 086010 (2014).
[Crossref] [PubMed]

H. Wabnitz, A. Jelzow, M. Mazurenka, O. Steinkellner, R. Macdonald, D. Milej, N. Żołek, M. Kacprzak, P. Sawosz, R. Maniewski, A. Liebert, S. Magazov, J. Hebden, F. Martelli, P. Di Ninni, G. Zaccanti, A. Torricelli, D. Contini, R. Re, L. Zucchelli, L. Spinelli, R. Cubeddu, and A. Pifferi, “Performance assessment of time-domain optical brain imagers, part 2: nEUROPt protocol,” J. Biomed. Opt. 19(8), 086012 (2014).
[Crossref] [PubMed]

D. Contini, A. Torricelli, A. Pifferi, L. Spinelli, F. Paglia, and R. Cubeddu, “Multi-channel time-resolved system for functional near infrared spectroscopy,” Opt. Express 14(12), 5418–5432 (2006).
[Crossref] [PubMed]

Srinivasan, S.

Stamm, H.

Steinkellner, O.

H. Wabnitz, D. R. Taubert, M. Mazurenka, O. Steinkellner, A. Jelzow, R. Macdonald, D. Milej, P. Sawosz, M. Kacprzak, A. Liebert, R. Cooper, J. Hebden, A. Pifferi, A. Farina, I. Bargigia, D. Contini, M. Caffini, L. Zucchelli, L. Spinelli, R. Cubeddu, and A. Torricelli, “Performance assessment of time-domain optical brain imagers, part 1: basic instrumental performance protocol,” J. Biomed. Opt. 19(8), 086010 (2014).
[Crossref] [PubMed]

H. Wabnitz, A. Jelzow, M. Mazurenka, O. Steinkellner, R. Macdonald, D. Milej, N. Żołek, M. Kacprzak, P. Sawosz, R. Maniewski, A. Liebert, S. Magazov, J. Hebden, F. Martelli, P. Di Ninni, G. Zaccanti, A. Torricelli, D. Contini, R. Re, L. Zucchelli, L. Spinelli, R. Cubeddu, and A. Pifferi, “Performance assessment of time-domain optical brain imagers, part 2: nEUROPt protocol,” J. Biomed. Opt. 19(8), 086012 (2014).
[Crossref] [PubMed]

Sterenborg, H. J. C. M.

Stott, J. J.

Sturgeon, G.

W. P. Segars, G. Sturgeon, S. Mendonca, J. Grimes, and B. M. W. Tsui, “4D XCAT phantom for multimodality imaging research,” Med. Phys. 37(9), 4902–4915 (2010).
[Crossref] [PubMed]

Svensson, T.

Swartling, J.

Taka, S. J.

S. Srinivasan, C. M. Carpenter, H. R. Ghadyani, S. J. Taka, P. A. Kaufman, R. M. Diflorio-Alexander, W. A. Wells, B. W. Pogue, and K. D. Paulsen, “Image guided near-infrared spectroscopy of breast tissue in vivo using boundary element method,” J. Biomed. Opt. 15(6), 061703 (2010).
[Crossref] [PubMed]

Tamborini, D.

M. Buttafava, E. Martinenghi, D. Tamborini, D. Contini, A. Dalla Mora, M. Renna, A. Torricelli, A. Pifferi, F. Zappa, and A. Tosi, “A Compact Two-Wavelength Time-Domain NIRS System Based on SiPM and Pulsed Diode Lasers,” IEEE Photonics J. 9(1), 1–14 (2017).
[Crossref]

Tannenbaum, S.

C. Xu, H. Vavadi, A. Merkulov, H. Li, M. Erfanzadeh, A. Mostafa, Y. Gong, H. Salehi, S. Tannenbaum, and Q. Zhu, “Ultrasound-Guided Diffuse Optical Tomography for Predicting and Monitoring Neoadjuvant Chemotherapy of Breast Cancers: Recent Progress,” Ultrason. Imaging 38(1), 5–18 (2016).
[Crossref] [PubMed]

Taroni, P.

L. Cortese, G. L. Presti, M. Pagliazzi, D. Contini, A. Dalla Mora, A. Pifferi, S. K. V. Sekar, L. Spinelli, P. Taroni, M. Zanoletti, U. M. Weigel, S. de Fraguier, A. Nguyen-Dihn, B. Rosinski, and T. Durduran, “Liquid phantoms for near-infrared and diffuse correlation spectroscopies with tunable optical and dynamic properties,” Biomed. Opt. Express 9(5), 2068–2080 (2018).
[Crossref] [PubMed]

S. Konugolu Venkata Sekar, A. Dalla Mora, I. Bargigia, E. Martinenghi, C. Lindner, P. Farzam, M. Pagliazzi, T. Durduran, P. Taroni, A. Pifferi, and A. Farina, “Broadband (600-1350 nm) Time-Resolved Diffuse Optical Spectrometer for Clinical Use,” IEEE J. Sel. Top. Quantum Electron. 22(3), 7100609 (2016).
[Crossref]

A. Pifferi, A. Farina, A. Torricelli, G. Quarto, R. Cubeddu, and P. Taroni, “Review: Time-domain broadband near infrared spectroscopy of the female breast: A focused review from basic principles to future perspectives,” J. Near Infrared Spectrosc. 20(1), 223–235 (2012).
[Crossref]

A. Pifferi, A. Torricelli, A. Bassi, P. Taroni, R. Cubeddu, H. Wabnitz, D. Grosenick, M. Möller, R. Macdonald, J. Swartling, T. Svensson, S. Andersson-Engels, R. L. P. van Veen, H. J. C. M. Sterenborg, J.-M. Tualle, H. L. Nghiem, S. Avrillier, M. Whelan, and H. Stamm, “Performance assessment of photon migration instruments: the MEDPHOT protocol,” Appl. Opt. 44(11), 2104–2114 (2005).
[Crossref] [PubMed]

S. Del Bianco, F. Martelli, F. Cignini, G. Zaccanti, A. Pifferi, A. Torricelli, A. Bassi, P. Taroni, and R. Cubeddu, “Liquid phantom for investigating light propagation through layered diffusive media,” Opt. Express 12(10), 2102–2111 (2004).
[Crossref] [PubMed]

Taubert, D. R.

H. Wabnitz, D. R. Taubert, M. Mazurenka, O. Steinkellner, A. Jelzow, R. Macdonald, D. Milej, P. Sawosz, M. Kacprzak, A. Liebert, R. Cooper, J. Hebden, A. Pifferi, A. Farina, I. Bargigia, D. Contini, M. Caffini, L. Zucchelli, L. Spinelli, R. Cubeddu, and A. Torricelli, “Performance assessment of time-domain optical brain imagers, part 1: basic instrumental performance protocol,” J. Biomed. Opt. 19(8), 086010 (2014).
[Crossref] [PubMed]

Torricelli, A.

M. Buttafava, E. Martinenghi, D. Tamborini, D. Contini, A. Dalla Mora, M. Renna, A. Torricelli, A. Pifferi, F. Zappa, and A. Tosi, “A Compact Two-Wavelength Time-Domain NIRS System Based on SiPM and Pulsed Diode Lasers,” IEEE Photonics J. 9(1), 1–14 (2017).
[Crossref]

R. Re, E. Martinenghi, A. Dalla Mora, D. Contini, A. Pifferi, and A. Torricelli, “Probe-hosted silicon photomultipliers for time-domain functional near-infrared spectroscopy: phantom and in vivo tests,” Neurophotonics 3(4), 045004 (2016).
[Crossref] [PubMed]

A. Dalla ora, E. Martinenghi, D. Contini, A. Tosi, G. Boso, T. Durduran, S. Arridge, F. Martelli, A. Farina, A. Torricelli, and A. Pifferi, “Fast silicon photomultiplier improves signal harvesting and reduces complexity in time-domain diffuse optics,” Opt. Express 23(11), 13937–13946 (2015).
[Crossref] [PubMed]

H. Wabnitz, D. R. Taubert, M. Mazurenka, O. Steinkellner, A. Jelzow, R. Macdonald, D. Milej, P. Sawosz, M. Kacprzak, A. Liebert, R. Cooper, J. Hebden, A. Pifferi, A. Farina, I. Bargigia, D. Contini, M. Caffini, L. Zucchelli, L. Spinelli, R. Cubeddu, and A. Torricelli, “Performance assessment of time-domain optical brain imagers, part 1: basic instrumental performance protocol,” J. Biomed. Opt. 19(8), 086010 (2014).
[Crossref] [PubMed]

H. Wabnitz, A. Jelzow, M. Mazurenka, O. Steinkellner, R. Macdonald, D. Milej, N. Żołek, M. Kacprzak, P. Sawosz, R. Maniewski, A. Liebert, S. Magazov, J. Hebden, F. Martelli, P. Di Ninni, G. Zaccanti, A. Torricelli, D. Contini, R. Re, L. Zucchelli, L. Spinelli, R. Cubeddu, and A. Pifferi, “Performance assessment of time-domain optical brain imagers, part 2: nEUROPt protocol,” J. Biomed. Opt. 19(8), 086012 (2014).
[Crossref] [PubMed]

A. Pifferi, A. Farina, A. Torricelli, G. Quarto, R. Cubeddu, and P. Taroni, “Review: Time-domain broadband near infrared spectroscopy of the female breast: A focused review from basic principles to future perspectives,” J. Near Infrared Spectrosc. 20(1), 223–235 (2012).
[Crossref]

D. Contini, A. Torricelli, A. Pifferi, L. Spinelli, F. Paglia, and R. Cubeddu, “Multi-channel time-resolved system for functional near infrared spectroscopy,” Opt. Express 14(12), 5418–5432 (2006).
[Crossref] [PubMed]

A. Pifferi, A. Torricelli, A. Bassi, P. Taroni, R. Cubeddu, H. Wabnitz, D. Grosenick, M. Möller, R. Macdonald, J. Swartling, T. Svensson, S. Andersson-Engels, R. L. P. van Veen, H. J. C. M. Sterenborg, J.-M. Tualle, H. L. Nghiem, S. Avrillier, M. Whelan, and H. Stamm, “Performance assessment of photon migration instruments: the MEDPHOT protocol,” Appl. Opt. 44(11), 2104–2114 (2005).
[Crossref] [PubMed]

S. Del Bianco, F. Martelli, F. Cignini, G. Zaccanti, A. Pifferi, A. Torricelli, A. Bassi, P. Taroni, and R. Cubeddu, “Liquid phantom for investigating light propagation through layered diffusive media,” Opt. Express 12(10), 2102–2111 (2004).
[Crossref] [PubMed]

Tosi, A.

Tosteson, T. D.

Townsend, D. W.

D. W. Townsend, “Multimodality imaging of structure and function,” Phys. Med. Biol. 53(4), R1–R39 (2008).
[Crossref] [PubMed]

Tsui, B. M. W.

W. P. Segars, G. Sturgeon, S. Mendonca, J. Grimes, and B. M. W. Tsui, “4D XCAT phantom for multimodality imaging research,” Med. Phys. 37(9), 4902–4915 (2010).
[Crossref] [PubMed]

Tualle, J.-M.

Uddin, K. M. S.

H. Vavadi, A. Mostafa, F. Zhou, K. M. S. Uddin, M. Althobaiti, C. Xu, R. Bansal, F. Ademuyiwa, S. Poplack, and Q. Zhu, “Compact ultrasound-guided diffuse optical tomography system for breast cancer imaging,” J. Biomed. Opt. 24(2), 1–9 (2018).
[Crossref] [PubMed]

van Veen, R. L. P.

Vavadi, H.

H. Vavadi, A. Mostafa, F. Zhou, K. M. S. Uddin, M. Althobaiti, C. Xu, R. Bansal, F. Ademuyiwa, S. Poplack, and Q. Zhu, “Compact ultrasound-guided diffuse optical tomography system for breast cancer imaging,” J. Biomed. Opt. 24(2), 1–9 (2018).
[Crossref] [PubMed]

C. Xu, H. Vavadi, A. Merkulov, H. Li, M. Erfanzadeh, A. Mostafa, Y. Gong, H. Salehi, S. Tannenbaum, and Q. Zhu, “Ultrasound-Guided Diffuse Optical Tomography for Predicting and Monitoring Neoadjuvant Chemotherapy of Breast Cancers: Recent Progress,” Ultrason. Imaging 38(1), 5–18 (2016).
[Crossref] [PubMed]

Vogler, N.

N. Vogler, S. Heuke, T. W. Bocklitz, M. Schmitt, and J. Popp, “Multimodal Imaging Spectroscopy of Tissue,” Annu. Rev. Anal. Chem. (Palo Alto, Calif.) 8(1), 359–387 (2015).
[Crossref] [PubMed]

Wabnitz, H.

H. Wabnitz, D. R. Taubert, M. Mazurenka, O. Steinkellner, A. Jelzow, R. Macdonald, D. Milej, P. Sawosz, M. Kacprzak, A. Liebert, R. Cooper, J. Hebden, A. Pifferi, A. Farina, I. Bargigia, D. Contini, M. Caffini, L. Zucchelli, L. Spinelli, R. Cubeddu, and A. Torricelli, “Performance assessment of time-domain optical brain imagers, part 1: basic instrumental performance protocol,” J. Biomed. Opt. 19(8), 086010 (2014).
[Crossref] [PubMed]

H. Wabnitz, A. Jelzow, M. Mazurenka, O. Steinkellner, R. Macdonald, D. Milej, N. Żołek, M. Kacprzak, P. Sawosz, R. Maniewski, A. Liebert, S. Magazov, J. Hebden, F. Martelli, P. Di Ninni, G. Zaccanti, A. Torricelli, D. Contini, R. Re, L. Zucchelli, L. Spinelli, R. Cubeddu, and A. Pifferi, “Performance assessment of time-domain optical brain imagers, part 2: nEUROPt protocol,” J. Biomed. Opt. 19(8), 086012 (2014).
[Crossref] [PubMed]

A. Pifferi, A. Torricelli, A. Bassi, P. Taroni, R. Cubeddu, H. Wabnitz, D. Grosenick, M. Möller, R. Macdonald, J. Swartling, T. Svensson, S. Andersson-Engels, R. L. P. van Veen, H. J. C. M. Sterenborg, J.-M. Tualle, H. L. Nghiem, S. Avrillier, M. Whelan, and H. Stamm, “Performance assessment of photon migration instruments: the MEDPHOT protocol,” Appl. Opt. 44(11), 2104–2114 (2005).
[Crossref] [PubMed]

Wang, J.

C. M. Carpenter, B. W. Pogue, S. Jiang, J. Wang, B. A. Hargreaves, R. Rakow-Penner, B. L. Daniel, and K. D. Paulsen, “MR water quantitative priors improves the accuracy of optical breast imaging,” IEEE Trans. Med. Imaging 30(1), 159–168 (2011).
[Crossref] [PubMed]

Weaver, J.

Weigel, U. M.

Wells, W. A.

S. Srinivasan, C. M. Carpenter, H. R. Ghadyani, S. J. Taka, P. A. Kaufman, R. M. Diflorio-Alexander, W. A. Wells, B. W. Pogue, and K. D. Paulsen, “Image guided near-infrared spectroscopy of breast tissue in vivo using boundary element method,” J. Biomed. Opt. 15(6), 061703 (2010).
[Crossref] [PubMed]

Whelan, M.

Wu, T.

Xu, C.

H. Vavadi, A. Mostafa, F. Zhou, K. M. S. Uddin, M. Althobaiti, C. Xu, R. Bansal, F. Ademuyiwa, S. Poplack, and Q. Zhu, “Compact ultrasound-guided diffuse optical tomography system for breast cancer imaging,” J. Biomed. Opt. 24(2), 1–9 (2018).
[Crossref] [PubMed]

C. Xu, H. Vavadi, A. Merkulov, H. Li, M. Erfanzadeh, A. Mostafa, Y. Gong, H. Salehi, S. Tannenbaum, and Q. Zhu, “Ultrasound-Guided Diffuse Optical Tomography for Predicting and Monitoring Neoadjuvant Chemotherapy of Breast Cancers: Recent Progress,” Ultrason. Imaging 38(1), 5–18 (2016).
[Crossref] [PubMed]

Yalavarthy, P. K.

Yodh, A.

A. Yodh and B. Chance, “Spectroscopy and imaging with diffusing light,” Phys. Today 48(3), 34–40 (1995).
[Crossref]

Yodh, A. G.

T. Durduran, R. Choe, W. B. Baker, and A. G. Yodh, “Diffuse optics for tissue monitoring and tomography,” Rep. Prog. Phys. 73(7), 076701 (2010).
[Crossref] [PubMed]

V. Ntziachristos, A. G. Yodh, M. D. Schnall, and B. Chance, “MRI-guided diffuse optical spectroscopy of malignant and benign breast lesions,” Neoplasia 4(4), 347–354 (2002).
[Crossref] [PubMed]

Zaccanti, G.

H. Wabnitz, A. Jelzow, M. Mazurenka, O. Steinkellner, R. Macdonald, D. Milej, N. Żołek, M. Kacprzak, P. Sawosz, R. Maniewski, A. Liebert, S. Magazov, J. Hebden, F. Martelli, P. Di Ninni, G. Zaccanti, A. Torricelli, D. Contini, R. Re, L. Zucchelli, L. Spinelli, R. Cubeddu, and A. Pifferi, “Performance assessment of time-domain optical brain imagers, part 2: nEUROPt protocol,” J. Biomed. Opt. 19(8), 086012 (2014).
[Crossref] [PubMed]

S. Del Bianco, F. Martelli, F. Cignini, G. Zaccanti, A. Pifferi, A. Torricelli, A. Bassi, P. Taroni, and R. Cubeddu, “Liquid phantom for investigating light propagation through layered diffusive media,” Opt. Express 12(10), 2102–2111 (2004).
[Crossref] [PubMed]

D. Contini, F. Martelli, and G. Zaccanti, “Photon migration through a turbid slab described by a model based on diffusion approximation. I. Theory,” Appl. Opt. 36(19), 4587–4599 (1997).
[Crossref] [PubMed]

Zanoletti, M.

Zappa, F.

M. Buttafava, E. Martinenghi, D. Tamborini, D. Contini, A. Dalla Mora, M. Renna, A. Torricelli, A. Pifferi, F. Zappa, and A. Tosi, “A Compact Two-Wavelength Time-Domain NIRS System Based on SiPM and Pulsed Diode Lasers,” IEEE Photonics J. 9(1), 1–14 (2017).
[Crossref]

Zhang, L.

Zhang, Q.

Zhang, X.-N.

X. Li, X.-N. Zhang, X.-D. Li, and J. Chang, “Multimodality imaging in nanomedicine and nanotheranostics,” Cancer Biol. Med. 13(3), 339–348 (2016).
[Crossref] [PubMed]

Zhang, Y.

Zhao, Y.

Zhou, F.

H. Vavadi, A. Mostafa, F. Zhou, K. M. S. Uddin, M. Althobaiti, C. Xu, R. Bansal, F. Ademuyiwa, S. Poplack, and Q. Zhu, “Compact ultrasound-guided diffuse optical tomography system for breast cancer imaging,” J. Biomed. Opt. 24(2), 1–9 (2018).
[Crossref] [PubMed]

F. Zhou, A. Mostafa, and Q. Zhu, “Improving breast cancer diagnosis by reducing chest wall effect in diffuse optical tomography,” J. Biomed. Opt. 22(3), 036004 (2017).
[Crossref] [PubMed]

Zhu, Q.

H. Vavadi, A. Mostafa, F. Zhou, K. M. S. Uddin, M. Althobaiti, C. Xu, R. Bansal, F. Ademuyiwa, S. Poplack, and Q. Zhu, “Compact ultrasound-guided diffuse optical tomography system for breast cancer imaging,” J. Biomed. Opt. 24(2), 1–9 (2018).
[Crossref] [PubMed]

F. Zhou, A. Mostafa, and Q. Zhu, “Improving breast cancer diagnosis by reducing chest wall effect in diffuse optical tomography,” J. Biomed. Opt. 22(3), 036004 (2017).
[Crossref] [PubMed]

C. Xu, H. Vavadi, A. Merkulov, H. Li, M. Erfanzadeh, A. Mostafa, Y. Gong, H. Salehi, S. Tannenbaum, and Q. Zhu, “Ultrasound-Guided Diffuse Optical Tomography for Predicting and Monitoring Neoadjuvant Chemotherapy of Breast Cancers: Recent Progress,” Ultrason. Imaging 38(1), 5–18 (2016).
[Crossref] [PubMed]

Q. Zhu, “Optical tomography with ultrasound localization: Initial clinical results and technical challenges,” Technol. Cancer Res. Treat. 4(3), 235–244 (2005).
[Crossref] [PubMed]

Zolek, N.

H. Wabnitz, A. Jelzow, M. Mazurenka, O. Steinkellner, R. Macdonald, D. Milej, N. Żołek, M. Kacprzak, P. Sawosz, R. Maniewski, A. Liebert, S. Magazov, J. Hebden, F. Martelli, P. Di Ninni, G. Zaccanti, A. Torricelli, D. Contini, R. Re, L. Zucchelli, L. Spinelli, R. Cubeddu, and A. Pifferi, “Performance assessment of time-domain optical brain imagers, part 2: nEUROPt protocol,” J. Biomed. Opt. 19(8), 086012 (2014).
[Crossref] [PubMed]

Zucchelli, L.

H. Wabnitz, A. Jelzow, M. Mazurenka, O. Steinkellner, R. Macdonald, D. Milej, N. Żołek, M. Kacprzak, P. Sawosz, R. Maniewski, A. Liebert, S. Magazov, J. Hebden, F. Martelli, P. Di Ninni, G. Zaccanti, A. Torricelli, D. Contini, R. Re, L. Zucchelli, L. Spinelli, R. Cubeddu, and A. Pifferi, “Performance assessment of time-domain optical brain imagers, part 2: nEUROPt protocol,” J. Biomed. Opt. 19(8), 086012 (2014).
[Crossref] [PubMed]

H. Wabnitz, D. R. Taubert, M. Mazurenka, O. Steinkellner, A. Jelzow, R. Macdonald, D. Milej, P. Sawosz, M. Kacprzak, A. Liebert, R. Cooper, J. Hebden, A. Pifferi, A. Farina, I. Bargigia, D. Contini, M. Caffini, L. Zucchelli, L. Spinelli, R. Cubeddu, and A. Torricelli, “Performance assessment of time-domain optical brain imagers, part 1: basic instrumental performance protocol,” J. Biomed. Opt. 19(8), 086010 (2014).
[Crossref] [PubMed]

Acad. Radiol. (1)

V. C. Kavuri and H. Liu, “Hierarchical clustering method to improve transrectal ultrasound-guided diffuse optical tomography for prostate cancer imaging,” Acad. Radiol. 21(2), 250–262 (2014).
[Crossref] [PubMed]

Annu. Rev. Anal. Chem. (Palo Alto, Calif.) (1)

N. Vogler, S. Heuke, T. W. Bocklitz, M. Schmitt, and J. Popp, “Multimodal Imaging Spectroscopy of Tissue,” Annu. Rev. Anal. Chem. (Palo Alto, Calif.) 8(1), 359–387 (2015).
[Crossref] [PubMed]

APL Photonics (1)

S. Fantini, B. Frederick, and A. Sassaroli, “Perspective: Prospects of non-invasive sensing of the human brain with diffuse optical imaging,” APL Photonics 3(11), 110901 (2018).
[Crossref] [PubMed]

Appl. Opt. (4)

Biomed. Opt. Express (3)

Cancer Biol. Med. (1)

X. Li, X.-N. Zhang, X.-D. Li, and J. Chang, “Multimodality imaging in nanomedicine and nanotheranostics,” Cancer Biol. Med. 13(3), 339–348 (2016).
[Crossref] [PubMed]

IEEE J. Sel. Top. Quantum Electron. (1)

S. Konugolu Venkata Sekar, A. Dalla Mora, I. Bargigia, E. Martinenghi, C. Lindner, P. Farzam, M. Pagliazzi, T. Durduran, P. Taroni, A. Pifferi, and A. Farina, “Broadband (600-1350 nm) Time-Resolved Diffuse Optical Spectrometer for Clinical Use,” IEEE J. Sel. Top. Quantum Electron. 22(3), 7100609 (2016).
[Crossref]

IEEE Photonics J. (1)

M. Buttafava, E. Martinenghi, D. Tamborini, D. Contini, A. Dalla Mora, M. Renna, A. Torricelli, A. Pifferi, F. Zappa, and A. Tosi, “A Compact Two-Wavelength Time-Domain NIRS System Based on SiPM and Pulsed Diode Lasers,” IEEE Photonics J. 9(1), 1–14 (2017).
[Crossref]

IEEE Trans. Med. Imaging (2)

C. M. Carpenter, B. W. Pogue, S. Jiang, J. Wang, B. A. Hargreaves, R. Rakow-Penner, B. L. Daniel, and K. D. Paulsen, “MR water quantitative priors improves the accuracy of optical breast imaging,” IEEE Trans. Med. Imaging 30(1), 159–168 (2011).
[Crossref] [PubMed]

L. Curiel, R. Chopra, and K. Hynynen, “Progress in multimodality imaging: Truly simultaneous ultrasound and magnetic resonance imaging,” IEEE Trans. Med. Imaging 26(12), 1740–1746 (2007).
[Crossref] [PubMed]

J. Biomed. Opt. (6)

H. Vavadi, A. Mostafa, F. Zhou, K. M. S. Uddin, M. Althobaiti, C. Xu, R. Bansal, F. Ademuyiwa, S. Poplack, and Q. Zhu, “Compact ultrasound-guided diffuse optical tomography system for breast cancer imaging,” J. Biomed. Opt. 24(2), 1–9 (2018).
[Crossref] [PubMed]

F. Zhou, A. Mostafa, and Q. Zhu, “Improving breast cancer diagnosis by reducing chest wall effect in diffuse optical tomography,” J. Biomed. Opt. 22(3), 036004 (2017).
[Crossref] [PubMed]

S. Srinivasan, C. M. Carpenter, H. R. Ghadyani, S. J. Taka, P. A. Kaufman, R. M. Diflorio-Alexander, W. A. Wells, B. W. Pogue, and K. D. Paulsen, “Image guided near-infrared spectroscopy of breast tissue in vivo using boundary element method,” J. Biomed. Opt. 15(6), 061703 (2010).
[Crossref] [PubMed]

H. Wabnitz, D. R. Taubert, M. Mazurenka, O. Steinkellner, A. Jelzow, R. Macdonald, D. Milej, P. Sawosz, M. Kacprzak, A. Liebert, R. Cooper, J. Hebden, A. Pifferi, A. Farina, I. Bargigia, D. Contini, M. Caffini, L. Zucchelli, L. Spinelli, R. Cubeddu, and A. Torricelli, “Performance assessment of time-domain optical brain imagers, part 1: basic instrumental performance protocol,” J. Biomed. Opt. 19(8), 086010 (2014).
[Crossref] [PubMed]

L. Di Sieno, J. Nissinen, L. Hallman, E. Martinenghi, D. Contini, A. Pifferi, J. Kostamovaara, and A. Dalla Mora, “Miniaturized pulsed laser source for time-domain diffuse optics routes to wearable devices,” J. Biomed. Opt. 22(8), 1–9 (2017).
[Crossref] [PubMed]

H. Wabnitz, A. Jelzow, M. Mazurenka, O. Steinkellner, R. Macdonald, D. Milej, N. Żołek, M. Kacprzak, P. Sawosz, R. Maniewski, A. Liebert, S. Magazov, J. Hebden, F. Martelli, P. Di Ninni, G. Zaccanti, A. Torricelli, D. Contini, R. Re, L. Zucchelli, L. Spinelli, R. Cubeddu, and A. Pifferi, “Performance assessment of time-domain optical brain imagers, part 2: nEUROPt protocol,” J. Biomed. Opt. 19(8), 086012 (2014).
[Crossref] [PubMed]

J. Near Infrared Spectrosc. (2)

J. Nucl. Med. (1)

B. J. Pichler, A. Kolb, T. Nägele, and H.-P. Schlemmer, “PET/MRI: Paving the Way for the Next Generation of Clinical Multimodality Imaging Applications,” J. Nucl. Med. 51(3), 333–336 (2010).
[Crossref] [PubMed]

Med. Phys. (1)

W. P. Segars, G. Sturgeon, S. Mendonca, J. Grimes, and B. M. W. Tsui, “4D XCAT phantom for multimodality imaging research,” Med. Phys. 37(9), 4902–4915 (2010).
[Crossref] [PubMed]

Neoplasia (1)

V. Ntziachristos, A. G. Yodh, M. D. Schnall, and B. Chance, “MRI-guided diffuse optical spectroscopy of malignant and benign breast lesions,” Neoplasia 4(4), 347–354 (2002).
[Crossref] [PubMed]

Neurophotonics (1)

R. Re, E. Martinenghi, A. Dalla Mora, D. Contini, A. Pifferi, and A. Torricelli, “Probe-hosted silicon photomultipliers for time-domain functional near-infrared spectroscopy: phantom and in vivo tests,” Neurophotonics 3(4), 045004 (2016).
[Crossref] [PubMed]

Opt. Express (4)

S. Del Bianco, F. Martelli, F. Cignini, G. Zaccanti, A. Pifferi, A. Torricelli, A. Bassi, P. Taroni, and R. Cubeddu, “Liquid phantom for investigating light propagation through layered diffusive media,” Opt. Express 12(10), 2102–2111 (2004).
[Crossref] [PubMed]

A. Dalla ora, E. Martinenghi, D. Contini, A. Tosi, G. Boso, T. Durduran, S. Arridge, F. Martelli, A. Farina, A. Torricelli, and A. Pifferi, “Fast silicon photomultiplier improves signal harvesting and reduces complexity in time-domain diffuse optics,” Opt. Express 23(11), 13937–13946 (2015).
[Crossref] [PubMed]

D. Contini, A. Torricelli, A. Pifferi, L. Spinelli, F. Paglia, and R. Cubeddu, “Multi-channel time-resolved system for functional near infrared spectroscopy,” Opt. Express 14(12), 5418–5432 (2006).
[Crossref] [PubMed]

P. K. Yalavarthy, B. W. Pogue, H. Dehghani, C. M. Carpenter, S. Jiang, K. D. Paulsen, Q. Zhang, T. J. Brukilacchio, A. Li, J. J. Stott, T. Chaves, E. Hillman, T. Wu, M. Chorlton, E. Rafferty, R. H. Moore, D. B. Kopans, A. Li, G. Boverman, Y. Zhang, D. Brooks, E. L. Miller, M. E. Kilmer, Q. Zhang, and E. M. C. Hillman,11R. L. Barbour, H. L. Graber, J. W. Chang, S. L. S. Barbour, P. C. Koo, R. Aronson, W. Pogue, S. Jiang, H. Dehghani, S. Srinivasan, C. Kogel, T. D. Tosteson, J. Weaver, S. P. Poplack, K. D. Paulsen, K. D. Paulsen, H. Jiang, T. O. Mcbride, B. W. Pogue, and U. L. Osterberg, “Structural information within regularization matrices improves near infrared diffuse optical tomography,” Opt. Express 15, 8043–8058 (2007).

Organ. Res. Methods (1)

V. Quaresima and M. Ferrari, “Functional Near-Infrared Spectroscopy (fNIRS) for Assessing Cerebral Cortex Function During Human Behavior in Natural/Social Situations: A Concise Review,” Organ. Res. Methods 22(1), 46–68 (2019).
[Crossref]

Phys. Med. Biol. (1)

D. W. Townsend, “Multimodality imaging of structure and function,” Phys. Med. Biol. 53(4), R1–R39 (2008).
[Crossref] [PubMed]

Phys. Today (1)

A. Yodh and B. Chance, “Spectroscopy and imaging with diffusing light,” Phys. Today 48(3), 34–40 (1995).
[Crossref]

Rep. Prog. Phys. (1)

T. Durduran, R. Choe, W. B. Baker, and A. G. Yodh, “Diffuse optics for tissue monitoring and tomography,” Rep. Prog. Phys. 73(7), 076701 (2010).
[Crossref] [PubMed]

Rev. Sci. Instrum. (2)

V. Ntziachristos, X. H. Ma, and B. Chance, “Time-correlated single photon counting imager for simultaneous magnetic resonance and near-infrared mammography,” Rev. Sci. Instrum. 69(12), 4221–4233 (1998).
[Crossref]

E. Martinenghi, L. Di Sieno, D. Contini, M. Sanzaro, A. Pifferi, and A. Dalla Mora, “Time-resolved single-photon detection module based on silicon photomultiplier: A novel building block for time-correlated measurement systems,” Rev. Sci. Instrum. 87(7), 073101 (2016).
[Crossref] [PubMed]

Semin. Nucl. Med. (1)

S. R. Cherry, “Multimodality Imaging: Beyond PET/CT and SPECT/CT,” Semin. Nucl. Med. 39(5), 348–353 (2009).
[Crossref] [PubMed]

Technol. Cancer Res. Treat. (1)

Q. Zhu, “Optical tomography with ultrasound localization: Initial clinical results and technical challenges,” Technol. Cancer Res. Treat. 4(3), 235–244 (2005).
[Crossref] [PubMed]

Ultrason. Imaging (1)

C. Xu, H. Vavadi, A. Merkulov, H. Li, M. Erfanzadeh, A. Mostafa, Y. Gong, H. Salehi, S. Tannenbaum, and Q. Zhu, “Ultrasound-Guided Diffuse Optical Tomography for Predicting and Monitoring Neoadjuvant Chemotherapy of Breast Cancers: Recent Progress,” Ultrason. Imaging 38(1), 5–18 (2016).
[Crossref] [PubMed]

Other (2)

“SOLUS project,” http://www.solus-project.eu/ .

“LUCA project,” http://www.luca-project.eu .

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Figures (13)

Fig. 1
Fig. 1 Top: probe used for the measurements. Bottom: fluids used as contact interface between probe and sample where (a) is a commercially-available water-clear gel; (b) is a water-clear gel with TiO2 addition; (c) is a commercially-available turbid US gel; (d) and (e) are body lotions with low and high viscosity respectively (body lotion 2 and 1, respectively).
Fig. 2
Fig. 2 Graphs of recovered absorption spectra for all the 16 phantoms at SDD = 2 cm. For each phantom, the results obtained using all 5 fluids and the black velvet (different colors, see labels) are reported.
Fig. 3
Fig. 3 Graphs of recovered absorption spectra for all 16 phantoms at SDD = 3 cm. For each phantom, the results obtained using all 5 fluids and the black velvet (different colors, see labels) are reported.
Fig. 4
Fig. 4 Graphs of recovered reduced scattering spectra at SDD = 2 cm for all 16 phantoms. For each phantom, the results obtained using all 5 fluids and the black velvet (different colors, see labels) are reported.
Fig. 5
Fig. 5 Graphs of recovered reduced scattering spectra at SDD = 3 cm for all 16 phantoms. For each phantom, the results obtained using all 5 fluids and the black velvet (different colors, see labels) are reported.
Fig. 6
Fig. 6 Graphs of relative error in the estimate of the absorption coefficient over the whole spectrum at SDD = 2 cm for all the 16 phantoms. For each phantom, the error with respect to the black velvet is reported for all the 5 fluids.
Fig. 7
Fig. 7 Graphs of relative error in the estimate of the absorption coefficient over the whole spectrum at SDD = 3 cm for all the 16 phantoms. For each phantom, the error with respect to the black velvet is reported for all the 5 fluids.
Fig. 8
Fig. 8 Graphs of relative error in the estimate of the reduced scattering coefficient over the whole spectrum at SDD = 2 cm for all the 16 phantoms. For each phantom, the error with respect to the black velvet is reported for all the 5 fluids.
Fig. 9
Fig. 9 Graphs of relative error in the estimate of the reduced scattering coefficient over the whole spectrum at SDD = 3 cm for all 16 the phantoms. For each phantom, the error with respect to the black velvet is reported for all 5 the fluids.
Fig. 10
Fig. 10 Raw DTOF curves recorded at 800 nm with SDD = 2 cm, and corresponding to the outmost plots of Fig. 2 and Fig. 4 (i.e. lowest/highest scattering on first/second row and lowest/highest absorption on the first/second column) when using water-clear gel (orange line), turbid gel (green line), body lotion 1 (blue line) and black velvet (black line). To better enlighten the effect of the direct light also the IRF (gray line) is reported in each graph.
Fig. 11
Fig. 11 Raw DTOF curves recorded at 800 nm with SDD = 3 cm, and corresponding to the outmost plots of Fig. 3 and Fig. 5 (i.e. lowest/highest scattering on first /second row and lowest/highest absorption on the first/second column) when using water-clear gel (orange line), turbid gel (green line), body lotion 1 (blue line) and black velvet (black line). To better enlighten the effect of the direct light also the IRF (gray line) is reported in each graph.
Fig. 12
Fig. 12 Particle Brownian diffusion coefficients retrieved for the DCS phantom with the 6 different probe interface materials.
Fig. 13
Fig. 13 US images acquired on both cysts and wires regions of the Gammex 404GS phantom (top and bottom rows respectively) with the several fluids (columns). The topmost white line corresponds to the US phantom entrance as the probe is tilted. DR = 40 dB.

Tables (1)

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Table 1 Averages and standard deviations of the photon counts (in kcps) in DCS measurements for each experimental condition

Equations (1)

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ε % =  μ (fluid)   μ (reference) μ (reference) *100