A. Douiri, M. Schweiger, J. Riley, and S. R. Arridge, “Anisotropic diffusion regularization methods for diffuse optical tomography using edge prior information,” Meas. Sci. Technol. 18, 87–95 (2007).

[Crossref]

M. Huang, A. Dale, T. Song, E. Halgren, D. Harrington, I. Podgorny, J. Ganive, S. Lewis, and R. Lee, “Vector-based spatial-temporal minimum L1-norm solution for MEG,” NeuroImage 31, 1025–1037 (2006).

[Crossref]
[PubMed]

M. Jacob, Y. Bresler, V. Toronov, X. Zhang, and A. Webb, “Level-set algorithm for the reconstruction of functional activation in near-infrared spectroscopic imaging,” J. Biomed. Opt. 11, 064,029-1–12 (2006).

[Crossref]

D. Malioutov, M. Cetin, and A. S. Willsky, “A sparse signal reconstruction perspective for source localization with sensor arrays,” IEEE Trans. Signal Process. 53, 3010–3022 (2005)..

[Crossref]

A. Li, G. Boverman, Y. Zhang, D. Brooks, E. L. Miller, M. E. Kilmer, Q. Zhang, E. M. C. Hillman, and D. Boas, “Optimal linear inverse solution with multiple priors in diffuse optical tomography,” Appl. Opt. 44, 1948–1956 (2005).

[Crossref]
[PubMed]

J.-J. Fuchs, “On sparse representations in arbitrary redundant bases,” IEEE Trans. Inf. Theory 50, 1341–1344 (2004).

[Crossref]

M. A. T. Figueiredo and R. D. Nowak, “An EM algorithm for wavelet-based image restoration,” IEEE Transactions on Image Processing 12, 906–916 (2003).

[Crossref]

H. Dehghani, B. W. Pogue, S. Jiang, B. A. Brooksby, and K. D. Paulsen, “Three-dimensional optical tomography: Resolution in small-object imaging,” Appl. Opt. 42, 3117–3128 (2003).

[Crossref]
[PubMed]

M. E. Kilmer, E. L. Miller, A. Barbaro, and D. Boas, “Three-dimensional shaped-based imaging of absorption perturbation for diffuse optical tomography,” Appl. Opt. 42, 3129–3144 (2003).

[Crossref]
[PubMed]

D. Grosenick, T. Moesta, H. Wabnitz, J. Mucke, C. Stroszcynski, R. Macdonald, P. Schlag, and H. Rinnerberg, “Time-domain optical mammography: Initial clinial results on detection and characterization of breast tumors,” Appl. Opt. 42, 3170–3186 (2003).

[Crossref]
[PubMed]

M. A. T. Figueiredo, “Adaptive sparseness for supervised learning,” IEEE Trans. Pattern Anal. Mach. Intell. 25, 1150–1159 (2003).

[Crossref]

X. Intes, J. Ripoll, Y. Chen, S. Nioka, A. Yodh, and B. Chance, “In vivo continuous-wave optical breast imaging enhanced with Indocyanine Green,” Med. Phys. 30, 1039–1047 (2003).

[Crossref]
[PubMed]

G. Strangman, D. Boas, and J. Sutton, “Non-invasive neuroimaging using near-infrared light,” Biol. Psychiatry 52, 679–693 (2002).

[Crossref]
[PubMed]

M. Cetin and W. C. Karl, “Feature-enhanced synthetic aperture radar image formation bsed on nonquadratic regularization,” IEEE Trans. Image Process. 10, 623–631 (2001).

[Crossref]

R. J. Gaudette, D. H. Brooks, C. A. DiMarzio, M. E. Kilmer, E. L. Miller, T. Gaudette, and D. A. Boas, “A comparison study of linear reconstruction techniques for diffuse optical tomographic imaging of absorption coefficient,” Phys. Med. Biol. 45, 1051–1070 (2000).

[Crossref]
[PubMed]

M. E. Kilmer, E. L. Miller, D. Boas, and D. Brook, “A shape-based reconstruction technique for DPDW data,” Opt. Express 72, 481–491 (2000).

[Crossref]

M. J. Holboke, B. J. Tromberg, X. Li, N. Shah, J. Fishkin, D. Kidney, J. Butler, B. Chance, and A. Yodh, “Three-dimensional diffuse optical mammography with ultrasound localization in a human subject,” J. Biomed. Opt. 5 (2000).

[Crossref]
[PubMed]

B. Pogue, T. McBride, J. Prewitt, U. Osterberg, and K. Paulsen, “Spatially variant regularization improves diffuse optical tomography,” Appl. Opt. 38, 2950–2961 (1999).

[Crossref]

P. Moulin and J. Liu, “Analysis of multiresolution image denoising schemes uisng generalized-Gaussion and complexity priors,” IEEE Trans. Inf. Theory 45, 909–919 (1999).

[Crossref]

S. R. Arridge, “Optical tomography in medical imaging,” Inverse Problems 15, R41–R93 (1999).

[Crossref]

P. S. Bradley, O. L. Mangasarian, and W. N. Street, “Feature selection via mathematical programming,” INFORMS J. Comput. 10, 209–217 (1998).

[Crossref]

P. Charbonnier, L. Blanc-Feraud, G. Aubert, and M. Barlaud, “Deterministic edge-perserving regularization in computed imaging,” IEEE Trans. Image Process. 6, 298–310 (1997).

[Crossref]
[PubMed]

K. Matsuura and Y. Okabe, “A robust reconstruction of sparse biomagnetic sources,” IEEE Trans. Biomed. Eng. 44, 720–726 (1997).

[Crossref]
[PubMed]

I. Gorodnitsky and B. D. Rao, “Sparse signal reconstruction from limited data using FOCUSS: A re-weighted minimum norm algorithm,” IEEE Trans. Signal Process. 45, 600–616 (1997).

[Crossref]

A. Villringer and B. Chance, “Non-invasive optical spectroscopy and imaging of human brain function,” Trends Neurosci. 20, 435–442 (1997).

[Crossref]
[PubMed]

R. Aronson, “Boundary conditions for diffusion of light,” J. Opt. Soc. Am. A 12, 2532–2539 (1995).

[Crossref]

D. L. Donoho, “De-noising by soft-threshold,” IEEE Trans. Inf. Theory 41, 613–627 (1995).

[Crossref]

K. D. Paulsen and H. Jiang, “Spatially-varying optical property reconstruction using a finite element diffusion equation approximation,” Med. Phys. 22, 619–701 (1995).

[Crossref]

B. W. Pogue, M. S. Patterson, H. Jiang, and K. D. Paulsen, “Initial assessment of a simple system for frequency domain diffuse optical tomography,” Phys. Med. Biol. 40, 1709–1729 (1995).

[Crossref]
[PubMed]

K. Matsuura and Y. Okabe, “Selective minimum-norm solution of the biomagnetic inverse problem,” IEEE Trans. Biomed. Eng. 42, 608–615 (1995).

[Crossref]
[PubMed]

D. Donoho and I. Johnstone, “Ideal spatial adaptation via wavelet shrinkage,” Biometrika 81, 425–455 (1994).

[Crossref]

R. C. Haskell, L. O. Svaasand, T.-T. Tsay, T.-C. Feng, and M. S. McAdams, “Boundary conditions for the diffusion equation in radiative transfer,” J. Opt. Soc. Am. 10, 2727–2741 (1994).

[Crossref]

M. S. Patterson, B. Chance, and B. C. Wilson, “Time resolved reflectance and transmittance for the noninvasive measurement of tissue optical properties,” J. Appl. Opt. 28, 2331–2336 (1989).

[Crossref]

C. Wu, “One the convergence properties of the EM algorithm,” Ann. Stst. 11, 95–103 (1983).

[Crossref]

A. Douiri, M. Schweiger, J. Riley, and S. R. Arridge, “Anisotropic diffusion regularization methods for diffuse optical tomography using edge prior information,” Meas. Sci. Technol. 18, 87–95 (2007).

[Crossref]

S. R. Arridge, “Optical tomography in medical imaging,” Inverse Problems 15, R41–R93 (1999).

[Crossref]

A. N. Tikhonov and V. Y. Arsenin, Solutions of ill-posed problems (V. H. Winston Sons, Washington D. C.).

P. Charbonnier, L. Blanc-Feraud, G. Aubert, and M. Barlaud, “Deterministic edge-perserving regularization in computed imaging,” IEEE Trans. Image Process. 6, 298–310 (1997).

[Crossref]
[PubMed]

P. Charbonnier, L. Blanc-Feraud, G. Aubert, and M. Barlaud, “Deterministic edge-perserving regularization in computed imaging,” IEEE Trans. Image Process. 6, 298–310 (1997).

[Crossref]
[PubMed]

P. Charbonnier, L. Blanc-Feraud, G. Aubert, and M. Barlaud, “Deterministic edge-perserving regularization in computed imaging,” IEEE Trans. Image Process. 6, 298–310 (1997).

[Crossref]
[PubMed]

A. Li, G. Boverman, Y. Zhang, D. Brooks, E. L. Miller, M. E. Kilmer, Q. Zhang, E. M. C. Hillman, and D. Boas, “Optimal linear inverse solution with multiple priors in diffuse optical tomography,” Appl. Opt. 44, 1948–1956 (2005).

[Crossref]
[PubMed]

M. E. Kilmer, E. L. Miller, A. Barbaro, and D. Boas, “Three-dimensional shaped-based imaging of absorption perturbation for diffuse optical tomography,” Appl. Opt. 42, 3129–3144 (2003).

[Crossref]
[PubMed]

G. Strangman, D. Boas, and J. Sutton, “Non-invasive neuroimaging using near-infrared light,” Biol. Psychiatry 52, 679–693 (2002).

[Crossref]
[PubMed]

M. E. Kilmer, E. L. Miller, D. Boas, and D. Brook, “A shape-based reconstruction technique for DPDW data,” Opt. Express 72, 481–491 (2000).

[Crossref]

R. J. Gaudette, D. H. Brooks, C. A. DiMarzio, M. E. Kilmer, E. L. Miller, T. Gaudette, and D. A. Boas, “A comparison study of linear reconstruction techniques for diffuse optical tomographic imaging of absorption coefficient,” Phys. Med. Biol. 45, 1051–1070 (2000).

[Crossref]
[PubMed]

A. Li, G. Boverman, Y. Zhang, D. Brooks, E. L. Miller, M. E. Kilmer, Q. Zhang, E. M. C. Hillman, and D. Boas, “Optimal linear inverse solution with multiple priors in diffuse optical tomography,” Appl. Opt. 44, 1948–1956 (2005).

[Crossref]
[PubMed]

G. Boverman and E. Miller, “Estimation-theoretic algorithms and bounds for three-dimensional polar shape-based imaging in diffuse optical tomography,” in Proceedings of IEEE International Symposium on Biomedical Imaging, pp. 1132–1135 (2006).

S.-J. Kim, K. Koh, M. Lustig, S. Boyd, and D. Gorinevsky, “An efficient method for l1-regularized least squares,” IEEE Trans. Selected Topics in Signal Process. (2007).

P. S. Bradley, O. L. Mangasarian, and W. N. Street, “Feature selection via mathematical programming,” INFORMS J. Comput. 10, 209–217 (1998).

[Crossref]

M. Jacob, Y. Bresler, V. Toronov, X. Zhang, and A. Webb, “Level-set algorithm for the reconstruction of functional activation in near-infrared spectroscopic imaging,” J. Biomed. Opt. 11, 064,029-1–12 (2006).

[Crossref]

M. E. Kilmer, E. L. Miller, D. Boas, and D. Brook, “A shape-based reconstruction technique for DPDW data,” Opt. Express 72, 481–491 (2000).

[Crossref]

A. Li, G. Boverman, Y. Zhang, D. Brooks, E. L. Miller, M. E. Kilmer, Q. Zhang, E. M. C. Hillman, and D. Boas, “Optimal linear inverse solution with multiple priors in diffuse optical tomography,” Appl. Opt. 44, 1948–1956 (2005).

[Crossref]
[PubMed]

R. J. Gaudette, D. H. Brooks, C. A. DiMarzio, M. E. Kilmer, E. L. Miller, T. Gaudette, and D. A. Boas, “A comparison study of linear reconstruction techniques for diffuse optical tomographic imaging of absorption coefficient,” Phys. Med. Biol. 45, 1051–1070 (2000).

[Crossref]
[PubMed]

M. J. Holboke, B. J. Tromberg, X. Li, N. Shah, J. Fishkin, D. Kidney, J. Butler, B. Chance, and A. Yodh, “Three-dimensional diffuse optical mammography with ultrasound localization in a human subject,” J. Biomed. Opt. 5 (2000).

[Crossref]
[PubMed]

D. Malioutov, M. Cetin, and A. S. Willsky, “A sparse signal reconstruction perspective for source localization with sensor arrays,” IEEE Trans. Signal Process. 53, 3010–3022 (2005)..

[Crossref]

M. Cetin and W. C. Karl, “Feature-enhanced synthetic aperture radar image formation bsed on nonquadratic regularization,” IEEE Trans. Image Process. 10, 623–631 (2001).

[Crossref]

X. Intes, J. Ripoll, Y. Chen, S. Nioka, A. Yodh, and B. Chance, “In vivo continuous-wave optical breast imaging enhanced with Indocyanine Green,” Med. Phys. 30, 1039–1047 (2003).

[Crossref]
[PubMed]

M. J. Holboke, B. J. Tromberg, X. Li, N. Shah, J. Fishkin, D. Kidney, J. Butler, B. Chance, and A. Yodh, “Three-dimensional diffuse optical mammography with ultrasound localization in a human subject,” J. Biomed. Opt. 5 (2000).

[Crossref]
[PubMed]

A. Villringer and B. Chance, “Non-invasive optical spectroscopy and imaging of human brain function,” Trends Neurosci. 20, 435–442 (1997).

[Crossref]
[PubMed]

M. S. Patterson, B. Chance, and B. C. Wilson, “Time resolved reflectance and transmittance for the noninvasive measurement of tissue optical properties,” J. Appl. Opt. 28, 2331–2336 (1989).

[Crossref]

P. Charbonnier, L. Blanc-Feraud, G. Aubert, and M. Barlaud, “Deterministic edge-perserving regularization in computed imaging,” IEEE Trans. Image Process. 6, 298–310 (1997).

[Crossref]
[PubMed]

X. Intes, J. Ripoll, Y. Chen, S. Nioka, A. Yodh, and B. Chance, “In vivo continuous-wave optical breast imaging enhanced with Indocyanine Green,” Med. Phys. 30, 1039–1047 (2003).

[Crossref]
[PubMed]

M. Huang, A. Dale, T. Song, E. Halgren, D. Harrington, I. Podgorny, J. Ganive, S. Lewis, and R. Lee, “Vector-based spatial-temporal minimum L1-norm solution for MEG,” NeuroImage 31, 1025–1037 (2006).

[Crossref]
[PubMed]

R. J. Gaudette, D. H. Brooks, C. A. DiMarzio, M. E. Kilmer, E. L. Miller, T. Gaudette, and D. A. Boas, “A comparison study of linear reconstruction techniques for diffuse optical tomographic imaging of absorption coefficient,” Phys. Med. Biol. 45, 1051–1070 (2000).

[Crossref]
[PubMed]

D. Donoho and I. Johnstone, “Ideal spatial adaptation via wavelet shrinkage,” Biometrika 81, 425–455 (1994).

[Crossref]

D. L. Donoho, “De-noising by soft-threshold,” IEEE Trans. Inf. Theory 41, 613–627 (1995).

[Crossref]

O. Dorn, “A shape reconstruction method for diffuse optical tomography using a transport model and level sets,” in Proceedings of IEEE International Symposium on Biomedical Imaging, pp. 1015–1018 (2006).

A. Douiri, M. Schweiger, J. Riley, and S. R. Arridge, “Anisotropic diffusion regularization methods for diffuse optical tomography using edge prior information,” Meas. Sci. Technol. 18, 87–95 (2007).

[Crossref]

R. C. Haskell, L. O. Svaasand, T.-T. Tsay, T.-C. Feng, and M. S. McAdams, “Boundary conditions for the diffusion equation in radiative transfer,” J. Opt. Soc. Am. 10, 2727–2741 (1994).

[Crossref]

M. A. T. Figueiredo and R. D. Nowak, “An EM algorithm for wavelet-based image restoration,” IEEE Transactions on Image Processing 12, 906–916 (2003).

[Crossref]

M. A. T. Figueiredo, “Adaptive sparseness for supervised learning,” IEEE Trans. Pattern Anal. Mach. Intell. 25, 1150–1159 (2003).

[Crossref]

M. J. Holboke, B. J. Tromberg, X. Li, N. Shah, J. Fishkin, D. Kidney, J. Butler, B. Chance, and A. Yodh, “Three-dimensional diffuse optical mammography with ultrasound localization in a human subject,” J. Biomed. Opt. 5 (2000).

[Crossref]
[PubMed]

J.-J. Fuchs, “On sparse representations in arbitrary redundant bases,” IEEE Trans. Inf. Theory 50, 1341–1344 (2004).

[Crossref]

M. Huang, A. Dale, T. Song, E. Halgren, D. Harrington, I. Podgorny, J. Ganive, S. Lewis, and R. Lee, “Vector-based spatial-temporal minimum L1-norm solution for MEG,” NeuroImage 31, 1025–1037 (2006).

[Crossref]
[PubMed]

R. J. Gaudette, D. H. Brooks, C. A. DiMarzio, M. E. Kilmer, E. L. Miller, T. Gaudette, and D. A. Boas, “A comparison study of linear reconstruction techniques for diffuse optical tomographic imaging of absorption coefficient,” Phys. Med. Biol. 45, 1051–1070 (2000).

[Crossref]
[PubMed]

R. J. Gaudette, D. H. Brooks, C. A. DiMarzio, M. E. Kilmer, E. L. Miller, T. Gaudette, and D. A. Boas, “A comparison study of linear reconstruction techniques for diffuse optical tomographic imaging of absorption coefficient,” Phys. Med. Biol. 45, 1051–1070 (2000).

[Crossref]
[PubMed]

S.-J. Kim, K. Koh, M. Lustig, S. Boyd, and D. Gorinevsky, “An efficient method for l1-regularized least squares,” IEEE Trans. Selected Topics in Signal Process. (2007).

I. Gorodnitsky and B. D. Rao, “Sparse signal reconstruction from limited data using FOCUSS: A re-weighted minimum norm algorithm,” IEEE Trans. Signal Process. 45, 600–616 (1997).

[Crossref]

D. Grosenick, T. Moesta, H. Wabnitz, J. Mucke, C. Stroszcynski, R. Macdonald, P. Schlag, and H. Rinnerberg, “Time-domain optical mammography: Initial clinial results on detection and characterization of breast tumors,” Appl. Opt. 42, 3170–3186 (2003).

[Crossref]
[PubMed]

M. Huang, A. Dale, T. Song, E. Halgren, D. Harrington, I. Podgorny, J. Ganive, S. Lewis, and R. Lee, “Vector-based spatial-temporal minimum L1-norm solution for MEG,” NeuroImage 31, 1025–1037 (2006).

[Crossref]
[PubMed]

M. Huang, A. Dale, T. Song, E. Halgren, D. Harrington, I. Podgorny, J. Ganive, S. Lewis, and R. Lee, “Vector-based spatial-temporal minimum L1-norm solution for MEG,” NeuroImage 31, 1025–1037 (2006).

[Crossref]
[PubMed]

R. C. Haskell, L. O. Svaasand, T.-T. Tsay, T.-C. Feng, and M. S. McAdams, “Boundary conditions for the diffusion equation in radiative transfer,” J. Opt. Soc. Am. 10, 2727–2741 (1994).

[Crossref]

A. Li, G. Boverman, Y. Zhang, D. Brooks, E. L. Miller, M. E. Kilmer, Q. Zhang, E. M. C. Hillman, and D. Boas, “Optimal linear inverse solution with multiple priors in diffuse optical tomography,” Appl. Opt. 44, 1948–1956 (2005).

[Crossref]
[PubMed]

M. J. Holboke, B. J. Tromberg, X. Li, N. Shah, J. Fishkin, D. Kidney, J. Butler, B. Chance, and A. Yodh, “Three-dimensional diffuse optical mammography with ultrasound localization in a human subject,” J. Biomed. Opt. 5 (2000).

[Crossref]
[PubMed]

M. Huang, A. Dale, T. Song, E. Halgren, D. Harrington, I. Podgorny, J. Ganive, S. Lewis, and R. Lee, “Vector-based spatial-temporal minimum L1-norm solution for MEG,” NeuroImage 31, 1025–1037 (2006).

[Crossref]
[PubMed]

X. Intes, J. Ripoll, Y. Chen, S. Nioka, A. Yodh, and B. Chance, “In vivo continuous-wave optical breast imaging enhanced with Indocyanine Green,” Med. Phys. 30, 1039–1047 (2003).

[Crossref]
[PubMed]

M. Jacob, Y. Bresler, V. Toronov, X. Zhang, and A. Webb, “Level-set algorithm for the reconstruction of functional activation in near-infrared spectroscopic imaging,” J. Biomed. Opt. 11, 064,029-1–12 (2006).

[Crossref]

K. D. Paulsen and H. Jiang, “Enhanced frequency-domain optical image reconstruction in tissues through total-variation minimization,” Appl. Opt. 35, 3447–3458 (1996).

[Crossref]
[PubMed]

K. D. Paulsen and H. Jiang, “Spatially-varying optical property reconstruction using a finite element diffusion equation approximation,” Med. Phys. 22, 619–701 (1995).

[Crossref]

B. W. Pogue, M. S. Patterson, H. Jiang, and K. D. Paulsen, “Initial assessment of a simple system for frequency domain diffuse optical tomography,” Phys. Med. Biol. 40, 1709–1729 (1995).

[Crossref]
[PubMed]

D. Donoho and I. Johnstone, “Ideal spatial adaptation via wavelet shrinkage,” Biometrika 81, 425–455 (1994).

[Crossref]

M. Cetin and W. C. Karl, “Feature-enhanced synthetic aperture radar image formation bsed on nonquadratic regularization,” IEEE Trans. Image Process. 10, 623–631 (2001).

[Crossref]

M. J. Holboke, B. J. Tromberg, X. Li, N. Shah, J. Fishkin, D. Kidney, J. Butler, B. Chance, and A. Yodh, “Three-dimensional diffuse optical mammography with ultrasound localization in a human subject,” J. Biomed. Opt. 5 (2000).

[Crossref]
[PubMed]

A. Li, G. Boverman, Y. Zhang, D. Brooks, E. L. Miller, M. E. Kilmer, Q. Zhang, E. M. C. Hillman, and D. Boas, “Optimal linear inverse solution with multiple priors in diffuse optical tomography,” Appl. Opt. 44, 1948–1956 (2005).

[Crossref]
[PubMed]

M. E. Kilmer, E. L. Miller, A. Barbaro, and D. Boas, “Three-dimensional shaped-based imaging of absorption perturbation for diffuse optical tomography,” Appl. Opt. 42, 3129–3144 (2003).

[Crossref]
[PubMed]

M. E. Kilmer, E. L. Miller, D. Boas, and D. Brook, “A shape-based reconstruction technique for DPDW data,” Opt. Express 72, 481–491 (2000).

[Crossref]

R. J. Gaudette, D. H. Brooks, C. A. DiMarzio, M. E. Kilmer, E. L. Miller, T. Gaudette, and D. A. Boas, “A comparison study of linear reconstruction techniques for diffuse optical tomographic imaging of absorption coefficient,” Phys. Med. Biol. 45, 1051–1070 (2000).

[Crossref]
[PubMed]

S.-J. Kim, K. Koh, M. Lustig, S. Boyd, and D. Gorinevsky, “An efficient method for l1-regularized least squares,” IEEE Trans. Selected Topics in Signal Process. (2007).

S.-J. Kim, K. Koh, M. Lustig, S. Boyd, and D. Gorinevsky, “An efficient method for l1-regularized least squares,” IEEE Trans. Selected Topics in Signal Process. (2007).

G. McLachlan and T. Krishnan, The EM algorithm and extensions (Wiley, New York).

M. Huang, A. Dale, T. Song, E. Halgren, D. Harrington, I. Podgorny, J. Ganive, S. Lewis, and R. Lee, “Vector-based spatial-temporal minimum L1-norm solution for MEG,” NeuroImage 31, 1025–1037 (2006).

[Crossref]
[PubMed]

M. Huang, A. Dale, T. Song, E. Halgren, D. Harrington, I. Podgorny, J. Ganive, S. Lewis, and R. Lee, “Vector-based spatial-temporal minimum L1-norm solution for MEG,” NeuroImage 31, 1025–1037 (2006).

[Crossref]
[PubMed]

A. Li, G. Boverman, Y. Zhang, D. Brooks, E. L. Miller, M. E. Kilmer, Q. Zhang, E. M. C. Hillman, and D. Boas, “Optimal linear inverse solution with multiple priors in diffuse optical tomography,” Appl. Opt. 44, 1948–1956 (2005).

[Crossref]
[PubMed]

M. J. Holboke, B. J. Tromberg, X. Li, N. Shah, J. Fishkin, D. Kidney, J. Butler, B. Chance, and A. Yodh, “Three-dimensional diffuse optical mammography with ultrasound localization in a human subject,” J. Biomed. Opt. 5 (2000).

[Crossref]
[PubMed]

P. Moulin and J. Liu, “Analysis of multiresolution image denoising schemes uisng generalized-Gaussion and complexity priors,” IEEE Trans. Inf. Theory 45, 909–919 (1999).

[Crossref]

S.-J. Kim, K. Koh, M. Lustig, S. Boyd, and D. Gorinevsky, “An efficient method for l1-regularized least squares,” IEEE Trans. Selected Topics in Signal Process. (2007).

D. Grosenick, T. Moesta, H. Wabnitz, J. Mucke, C. Stroszcynski, R. Macdonald, P. Schlag, and H. Rinnerberg, “Time-domain optical mammography: Initial clinial results on detection and characterization of breast tumors,” Appl. Opt. 42, 3170–3186 (2003).

[Crossref]
[PubMed]

D. Malioutov, M. Cetin, and A. S. Willsky, “A sparse signal reconstruction perspective for source localization with sensor arrays,” IEEE Trans. Signal Process. 53, 3010–3022 (2005)..

[Crossref]

P. S. Bradley, O. L. Mangasarian, and W. N. Street, “Feature selection via mathematical programming,” INFORMS J. Comput. 10, 209–217 (1998).

[Crossref]

K. Matsuura and Y. Okabe, “A robust reconstruction of sparse biomagnetic sources,” IEEE Trans. Biomed. Eng. 44, 720–726 (1997).

[Crossref]
[PubMed]

K. Matsuura and Y. Okabe, “Selective minimum-norm solution of the biomagnetic inverse problem,” IEEE Trans. Biomed. Eng. 42, 608–615 (1995).

[Crossref]
[PubMed]

R. C. Haskell, L. O. Svaasand, T.-T. Tsay, T.-C. Feng, and M. S. McAdams, “Boundary conditions for the diffusion equation in radiative transfer,” J. Opt. Soc. Am. 10, 2727–2741 (1994).

[Crossref]

G. McLachlan and T. Krishnan, The EM algorithm and extensions (Wiley, New York).

G. Boverman and E. Miller, “Estimation-theoretic algorithms and bounds for three-dimensional polar shape-based imaging in diffuse optical tomography,” in Proceedings of IEEE International Symposium on Biomedical Imaging, pp. 1132–1135 (2006).

A. Li, G. Boverman, Y. Zhang, D. Brooks, E. L. Miller, M. E. Kilmer, Q. Zhang, E. M. C. Hillman, and D. Boas, “Optimal linear inverse solution with multiple priors in diffuse optical tomography,” Appl. Opt. 44, 1948–1956 (2005).

[Crossref]
[PubMed]

M. E. Kilmer, E. L. Miller, A. Barbaro, and D. Boas, “Three-dimensional shaped-based imaging of absorption perturbation for diffuse optical tomography,” Appl. Opt. 42, 3129–3144 (2003).

[Crossref]
[PubMed]

M. E. Kilmer, E. L. Miller, D. Boas, and D. Brook, “A shape-based reconstruction technique for DPDW data,” Opt. Express 72, 481–491 (2000).

[Crossref]

R. J. Gaudette, D. H. Brooks, C. A. DiMarzio, M. E. Kilmer, E. L. Miller, T. Gaudette, and D. A. Boas, “A comparison study of linear reconstruction techniques for diffuse optical tomographic imaging of absorption coefficient,” Phys. Med. Biol. 45, 1051–1070 (2000).

[Crossref]
[PubMed]

D. Grosenick, T. Moesta, H. Wabnitz, J. Mucke, C. Stroszcynski, R. Macdonald, P. Schlag, and H. Rinnerberg, “Time-domain optical mammography: Initial clinial results on detection and characterization of breast tumors,” Appl. Opt. 42, 3170–3186 (2003).

[Crossref]
[PubMed]

P. Moulin and J. Liu, “Analysis of multiresolution image denoising schemes uisng generalized-Gaussion and complexity priors,” IEEE Trans. Inf. Theory 45, 909–919 (1999).

[Crossref]

D. Grosenick, T. Moesta, H. Wabnitz, J. Mucke, C. Stroszcynski, R. Macdonald, P. Schlag, and H. Rinnerberg, “Time-domain optical mammography: Initial clinial results on detection and characterization of breast tumors,” Appl. Opt. 42, 3170–3186 (2003).

[Crossref]
[PubMed]

X. Intes, J. Ripoll, Y. Chen, S. Nioka, A. Yodh, and B. Chance, “In vivo continuous-wave optical breast imaging enhanced with Indocyanine Green,” Med. Phys. 30, 1039–1047 (2003).

[Crossref]
[PubMed]

M. A. T. Figueiredo and R. D. Nowak, “An EM algorithm for wavelet-based image restoration,” IEEE Transactions on Image Processing 12, 906–916 (2003).

[Crossref]

M. A. O’Leary, “Imaging with diffuse photon density waves,” Ph.D. thesis, University of Pennsylvania (1996).

K. Matsuura and Y. Okabe, “A robust reconstruction of sparse biomagnetic sources,” IEEE Trans. Biomed. Eng. 44, 720–726 (1997).

[Crossref]
[PubMed]

K. Matsuura and Y. Okabe, “Selective minimum-norm solution of the biomagnetic inverse problem,” IEEE Trans. Biomed. Eng. 42, 608–615 (1995).

[Crossref]
[PubMed]

B. W. Pogue, M. S. Patterson, H. Jiang, and K. D. Paulsen, “Initial assessment of a simple system for frequency domain diffuse optical tomography,” Phys. Med. Biol. 40, 1709–1729 (1995).

[Crossref]
[PubMed]

M. S. Patterson, B. Chance, and B. C. Wilson, “Time resolved reflectance and transmittance for the noninvasive measurement of tissue optical properties,” J. Appl. Opt. 28, 2331–2336 (1989).

[Crossref]

H. Dehghani, B. W. Pogue, S. Jiang, B. A. Brooksby, and K. D. Paulsen, “Three-dimensional optical tomography: Resolution in small-object imaging,” Appl. Opt. 42, 3117–3128 (2003).

[Crossref]
[PubMed]

K. D. Paulsen and H. Jiang, “Enhanced frequency-domain optical image reconstruction in tissues through total-variation minimization,” Appl. Opt. 35, 3447–3458 (1996).

[Crossref]
[PubMed]

K. D. Paulsen and H. Jiang, “Spatially-varying optical property reconstruction using a finite element diffusion equation approximation,” Med. Phys. 22, 619–701 (1995).

[Crossref]

B. W. Pogue, M. S. Patterson, H. Jiang, and K. D. Paulsen, “Initial assessment of a simple system for frequency domain diffuse optical tomography,” Phys. Med. Biol. 40, 1709–1729 (1995).

[Crossref]
[PubMed]

M. Huang, A. Dale, T. Song, E. Halgren, D. Harrington, I. Podgorny, J. Ganive, S. Lewis, and R. Lee, “Vector-based spatial-temporal minimum L1-norm solution for MEG,” NeuroImage 31, 1025–1037 (2006).

[Crossref]
[PubMed]

H. Dehghani, B. W. Pogue, S. Jiang, B. A. Brooksby, and K. D. Paulsen, “Three-dimensional optical tomography: Resolution in small-object imaging,” Appl. Opt. 42, 3117–3128 (2003).

[Crossref]
[PubMed]

B. W. Pogue, M. S. Patterson, H. Jiang, and K. D. Paulsen, “Initial assessment of a simple system for frequency domain diffuse optical tomography,” Phys. Med. Biol. 40, 1709–1729 (1995).

[Crossref]
[PubMed]

I. Gorodnitsky and B. D. Rao, “Sparse signal reconstruction from limited data using FOCUSS: A re-weighted minimum norm algorithm,” IEEE Trans. Signal Process. 45, 600–616 (1997).

[Crossref]

A. Douiri, M. Schweiger, J. Riley, and S. R. Arridge, “Anisotropic diffusion regularization methods for diffuse optical tomography using edge prior information,” Meas. Sci. Technol. 18, 87–95 (2007).

[Crossref]

D. Grosenick, T. Moesta, H. Wabnitz, J. Mucke, C. Stroszcynski, R. Macdonald, P. Schlag, and H. Rinnerberg, “Time-domain optical mammography: Initial clinial results on detection and characterization of breast tumors,” Appl. Opt. 42, 3170–3186 (2003).

[Crossref]
[PubMed]

X. Intes, J. Ripoll, Y. Chen, S. Nioka, A. Yodh, and B. Chance, “In vivo continuous-wave optical breast imaging enhanced with Indocyanine Green,” Med. Phys. 30, 1039–1047 (2003).

[Crossref]
[PubMed]

D. Grosenick, T. Moesta, H. Wabnitz, J. Mucke, C. Stroszcynski, R. Macdonald, P. Schlag, and H. Rinnerberg, “Time-domain optical mammography: Initial clinial results on detection and characterization of breast tumors,” Appl. Opt. 42, 3170–3186 (2003).

[Crossref]
[PubMed]

A. Douiri, M. Schweiger, J. Riley, and S. R. Arridge, “Anisotropic diffusion regularization methods for diffuse optical tomography using edge prior information,” Meas. Sci. Technol. 18, 87–95 (2007).

[Crossref]

M. J. Holboke, B. J. Tromberg, X. Li, N. Shah, J. Fishkin, D. Kidney, J. Butler, B. Chance, and A. Yodh, “Three-dimensional diffuse optical mammography with ultrasound localization in a human subject,” J. Biomed. Opt. 5 (2000).

[Crossref]
[PubMed]

M. Huang, A. Dale, T. Song, E. Halgren, D. Harrington, I. Podgorny, J. Ganive, S. Lewis, and R. Lee, “Vector-based spatial-temporal minimum L1-norm solution for MEG,” NeuroImage 31, 1025–1037 (2006).

[Crossref]
[PubMed]

G. Strangman, D. Boas, and J. Sutton, “Non-invasive neuroimaging using near-infrared light,” Biol. Psychiatry 52, 679–693 (2002).

[Crossref]
[PubMed]

P. S. Bradley, O. L. Mangasarian, and W. N. Street, “Feature selection via mathematical programming,” INFORMS J. Comput. 10, 209–217 (1998).

[Crossref]

D. Grosenick, T. Moesta, H. Wabnitz, J. Mucke, C. Stroszcynski, R. Macdonald, P. Schlag, and H. Rinnerberg, “Time-domain optical mammography: Initial clinial results on detection and characterization of breast tumors,” Appl. Opt. 42, 3170–3186 (2003).

[Crossref]
[PubMed]

G. Strangman, D. Boas, and J. Sutton, “Non-invasive neuroimaging using near-infrared light,” Biol. Psychiatry 52, 679–693 (2002).

[Crossref]
[PubMed]

R. C. Haskell, L. O. Svaasand, T.-T. Tsay, T.-C. Feng, and M. S. McAdams, “Boundary conditions for the diffusion equation in radiative transfer,” J. Opt. Soc. Am. 10, 2727–2741 (1994).

[Crossref]

R. Tibshirani, “Regression shrinkage and selection via the Lasso,” J. Royal Statistical Soc. (B) 58, 267–288 (1996).

A. N. Tikhonov and V. Y. Arsenin, Solutions of ill-posed problems (V. H. Winston Sons, Washington D. C.).

M. Jacob, Y. Bresler, V. Toronov, X. Zhang, and A. Webb, “Level-set algorithm for the reconstruction of functional activation in near-infrared spectroscopic imaging,” J. Biomed. Opt. 11, 064,029-1–12 (2006).

[Crossref]

M. J. Holboke, B. J. Tromberg, X. Li, N. Shah, J. Fishkin, D. Kidney, J. Butler, B. Chance, and A. Yodh, “Three-dimensional diffuse optical mammography with ultrasound localization in a human subject,” J. Biomed. Opt. 5 (2000).

[Crossref]
[PubMed]

R. C. Haskell, L. O. Svaasand, T.-T. Tsay, T.-C. Feng, and M. S. McAdams, “Boundary conditions for the diffusion equation in radiative transfer,” J. Opt. Soc. Am. 10, 2727–2741 (1994).

[Crossref]

A. Villringer and B. Chance, “Non-invasive optical spectroscopy and imaging of human brain function,” Trends Neurosci. 20, 435–442 (1997).

[Crossref]
[PubMed]

D. Grosenick, T. Moesta, H. Wabnitz, J. Mucke, C. Stroszcynski, R. Macdonald, P. Schlag, and H. Rinnerberg, “Time-domain optical mammography: Initial clinial results on detection and characterization of breast tumors,” Appl. Opt. 42, 3170–3186 (2003).

[Crossref]
[PubMed]

M. Jacob, Y. Bresler, V. Toronov, X. Zhang, and A. Webb, “Level-set algorithm for the reconstruction of functional activation in near-infrared spectroscopic imaging,” J. Biomed. Opt. 11, 064,029-1–12 (2006).

[Crossref]

D. Malioutov, M. Cetin, and A. S. Willsky, “A sparse signal reconstruction perspective for source localization with sensor arrays,” IEEE Trans. Signal Process. 53, 3010–3022 (2005)..

[Crossref]

M. S. Patterson, B. Chance, and B. C. Wilson, “Time resolved reflectance and transmittance for the noninvasive measurement of tissue optical properties,” J. Appl. Opt. 28, 2331–2336 (1989).

[Crossref]

C. Wu, “One the convergence properties of the EM algorithm,” Ann. Stst. 11, 95–103 (1983).

[Crossref]

X. Intes, J. Ripoll, Y. Chen, S. Nioka, A. Yodh, and B. Chance, “In vivo continuous-wave optical breast imaging enhanced with Indocyanine Green,” Med. Phys. 30, 1039–1047 (2003).

[Crossref]
[PubMed]

M. J. Holboke, B. J. Tromberg, X. Li, N. Shah, J. Fishkin, D. Kidney, J. Butler, B. Chance, and A. Yodh, “Three-dimensional diffuse optical mammography with ultrasound localization in a human subject,” J. Biomed. Opt. 5 (2000).

[Crossref]
[PubMed]

A. Li, G. Boverman, Y. Zhang, D. Brooks, E. L. Miller, M. E. Kilmer, Q. Zhang, E. M. C. Hillman, and D. Boas, “Optimal linear inverse solution with multiple priors in diffuse optical tomography,” Appl. Opt. 44, 1948–1956 (2005).

[Crossref]
[PubMed]

M. Jacob, Y. Bresler, V. Toronov, X. Zhang, and A. Webb, “Level-set algorithm for the reconstruction of functional activation in near-infrared spectroscopic imaging,” J. Biomed. Opt. 11, 064,029-1–12 (2006).

[Crossref]

A. Li, G. Boverman, Y. Zhang, D. Brooks, E. L. Miller, M. E. Kilmer, Q. Zhang, E. M. C. Hillman, and D. Boas, “Optimal linear inverse solution with multiple priors in diffuse optical tomography,” Appl. Opt. 44, 1948–1956 (2005).

[Crossref]
[PubMed]

C. Wu, “One the convergence properties of the EM algorithm,” Ann. Stst. 11, 95–103 (1983).

[Crossref]

H. Dehghani, B. W. Pogue, S. Jiang, B. A. Brooksby, and K. D. Paulsen, “Three-dimensional optical tomography: Resolution in small-object imaging,” Appl. Opt. 42, 3117–3128 (2003).

[Crossref]
[PubMed]

M. E. Kilmer, E. L. Miller, A. Barbaro, and D. Boas, “Three-dimensional shaped-based imaging of absorption perturbation for diffuse optical tomography,” Appl. Opt. 42, 3129–3144 (2003).

[Crossref]
[PubMed]

D. Grosenick, T. Moesta, H. Wabnitz, J. Mucke, C. Stroszcynski, R. Macdonald, P. Schlag, and H. Rinnerberg, “Time-domain optical mammography: Initial clinial results on detection and characterization of breast tumors,” Appl. Opt. 42, 3170–3186 (2003).

[Crossref]
[PubMed]

A. Li, G. Boverman, Y. Zhang, D. Brooks, E. L. Miller, M. E. Kilmer, Q. Zhang, E. M. C. Hillman, and D. Boas, “Optimal linear inverse solution with multiple priors in diffuse optical tomography,” Appl. Opt. 44, 1948–1956 (2005).

[Crossref]
[PubMed]

B. Pogue, T. McBride, J. Prewitt, U. Osterberg, and K. Paulsen, “Spatially variant regularization improves diffuse optical tomography,” Appl. Opt. 38, 2950–2961 (1999).

[Crossref]

K. D. Paulsen and H. Jiang, “Enhanced frequency-domain optical image reconstruction in tissues through total-variation minimization,” Appl. Opt. 35, 3447–3458 (1996).

[Crossref]
[PubMed]

G. Strangman, D. Boas, and J. Sutton, “Non-invasive neuroimaging using near-infrared light,” Biol. Psychiatry 52, 679–693 (2002).

[Crossref]
[PubMed]

D. Donoho and I. Johnstone, “Ideal spatial adaptation via wavelet shrinkage,” Biometrika 81, 425–455 (1994).

[Crossref]

K. Matsuura and Y. Okabe, “Selective minimum-norm solution of the biomagnetic inverse problem,” IEEE Trans. Biomed. Eng. 42, 608–615 (1995).

[Crossref]
[PubMed]

K. Matsuura and Y. Okabe, “A robust reconstruction of sparse biomagnetic sources,” IEEE Trans. Biomed. Eng. 44, 720–726 (1997).

[Crossref]
[PubMed]

M. Cetin and W. C. Karl, “Feature-enhanced synthetic aperture radar image formation bsed on nonquadratic regularization,” IEEE Trans. Image Process. 10, 623–631 (2001).

[Crossref]

P. Charbonnier, L. Blanc-Feraud, G. Aubert, and M. Barlaud, “Deterministic edge-perserving regularization in computed imaging,” IEEE Trans. Image Process. 6, 298–310 (1997).

[Crossref]
[PubMed]

D. L. Donoho, “De-noising by soft-threshold,” IEEE Trans. Inf. Theory 41, 613–627 (1995).

[Crossref]

P. Moulin and J. Liu, “Analysis of multiresolution image denoising schemes uisng generalized-Gaussion and complexity priors,” IEEE Trans. Inf. Theory 45, 909–919 (1999).

[Crossref]

J.-J. Fuchs, “On sparse representations in arbitrary redundant bases,” IEEE Trans. Inf. Theory 50, 1341–1344 (2004).

[Crossref]

M. A. T. Figueiredo, “Adaptive sparseness for supervised learning,” IEEE Trans. Pattern Anal. Mach. Intell. 25, 1150–1159 (2003).

[Crossref]

D. Malioutov, M. Cetin, and A. S. Willsky, “A sparse signal reconstruction perspective for source localization with sensor arrays,” IEEE Trans. Signal Process. 53, 3010–3022 (2005)..

[Crossref]

I. Gorodnitsky and B. D. Rao, “Sparse signal reconstruction from limited data using FOCUSS: A re-weighted minimum norm algorithm,” IEEE Trans. Signal Process. 45, 600–616 (1997).

[Crossref]

M. A. T. Figueiredo and R. D. Nowak, “An EM algorithm for wavelet-based image restoration,” IEEE Transactions on Image Processing 12, 906–916 (2003).

[Crossref]

P. S. Bradley, O. L. Mangasarian, and W. N. Street, “Feature selection via mathematical programming,” INFORMS J. Comput. 10, 209–217 (1998).

[Crossref]

S. R. Arridge, “Optical tomography in medical imaging,” Inverse Problems 15, R41–R93 (1999).

[Crossref]

M. S. Patterson, B. Chance, and B. C. Wilson, “Time resolved reflectance and transmittance for the noninvasive measurement of tissue optical properties,” J. Appl. Opt. 28, 2331–2336 (1989).

[Crossref]

M. Jacob, Y. Bresler, V. Toronov, X. Zhang, and A. Webb, “Level-set algorithm for the reconstruction of functional activation in near-infrared spectroscopic imaging,” J. Biomed. Opt. 11, 064,029-1–12 (2006).

[Crossref]

M. J. Holboke, B. J. Tromberg, X. Li, N. Shah, J. Fishkin, D. Kidney, J. Butler, B. Chance, and A. Yodh, “Three-dimensional diffuse optical mammography with ultrasound localization in a human subject,” J. Biomed. Opt. 5 (2000).

[Crossref]
[PubMed]

R. C. Haskell, L. O. Svaasand, T.-T. Tsay, T.-C. Feng, and M. S. McAdams, “Boundary conditions for the diffusion equation in radiative transfer,” J. Opt. Soc. Am. 10, 2727–2741 (1994).

[Crossref]

R. Tibshirani, “Regression shrinkage and selection via the Lasso,” J. Royal Statistical Soc. (B) 58, 267–288 (1996).

A. Douiri, M. Schweiger, J. Riley, and S. R. Arridge, “Anisotropic diffusion regularization methods for diffuse optical tomography using edge prior information,” Meas. Sci. Technol. 18, 87–95 (2007).

[Crossref]

X. Intes, J. Ripoll, Y. Chen, S. Nioka, A. Yodh, and B. Chance, “In vivo continuous-wave optical breast imaging enhanced with Indocyanine Green,” Med. Phys. 30, 1039–1047 (2003).

[Crossref]
[PubMed]

K. D. Paulsen and H. Jiang, “Spatially-varying optical property reconstruction using a finite element diffusion equation approximation,” Med. Phys. 22, 619–701 (1995).

[Crossref]

M. Huang, A. Dale, T. Song, E. Halgren, D. Harrington, I. Podgorny, J. Ganive, S. Lewis, and R. Lee, “Vector-based spatial-temporal minimum L1-norm solution for MEG,” NeuroImage 31, 1025–1037 (2006).

[Crossref]
[PubMed]

M. E. Kilmer, E. L. Miller, D. Boas, and D. Brook, “A shape-based reconstruction technique for DPDW data,” Opt. Express 72, 481–491 (2000).

[Crossref]

R. J. Gaudette, D. H. Brooks, C. A. DiMarzio, M. E. Kilmer, E. L. Miller, T. Gaudette, and D. A. Boas, “A comparison study of linear reconstruction techniques for diffuse optical tomographic imaging of absorption coefficient,” Phys. Med. Biol. 45, 1051–1070 (2000).

[Crossref]
[PubMed]

B. W. Pogue, M. S. Patterson, H. Jiang, and K. D. Paulsen, “Initial assessment of a simple system for frequency domain diffuse optical tomography,” Phys. Med. Biol. 40, 1709–1729 (1995).

[Crossref]
[PubMed]

A. Villringer and B. Chance, “Non-invasive optical spectroscopy and imaging of human brain function,” Trends Neurosci. 20, 435–442 (1997).

[Crossref]
[PubMed]

A. N. Tikhonov and V. Y. Arsenin, Solutions of ill-posed problems (V. H. Winston Sons, Washington D. C.).

G. McLachlan and T. Krishnan, The EM algorithm and extensions (Wiley, New York).

S.-J. Kim, K. Koh, M. Lustig, S. Boyd, and D. Gorinevsky, “An efficient method for l1-regularized least squares,” IEEE Trans. Selected Topics in Signal Process. (2007).

M. A. O’Leary, “Imaging with diffuse photon density waves,” Ph.D. thesis, University of Pennsylvania (1996).

O. Dorn, “A shape reconstruction method for diffuse optical tomography using a transport model and level sets,” in Proceedings of IEEE International Symposium on Biomedical Imaging, pp. 1015–1018 (2006).

G. Boverman and E. Miller, “Estimation-theoretic algorithms and bounds for three-dimensional polar shape-based imaging in diffuse optical tomography,” in Proceedings of IEEE International Symposium on Biomedical Imaging, pp. 1132–1135 (2006).