Optimal linear inverse solution with multiple priors in diffuse optical tomography

Applied Optics

Volumn 44, Issue 10, 2005, Pages 1948-1956

  Li, Ang ^a,b   Boverman, Greg ^c   Zhang, Yiheng ^c   Brooks, Dana ^c   Miller, Eric L ^c   Kilmer, Misha E ^a   Zhang, Quan ^b   Hillman, Elizabeth M C ^b   Boas, David A ^b  

^a TUFTS UNIVERSITY   (United States)

^b MASSACHUSETTS GENERAL HOSPITAL   (United States)

^c Northeastern University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CHROMOPHORES; COMPUTER SIMULATION; DISEASES; IMAGE QUALITY; IMAGE RECONSTRUCTION; LIGHT ABSORPTION; LIGHT SCATTERING; LIPIDS; MATHEMATICAL MODELS; TISSUE; TOMOGRAPHY; TUMORS;

DIFFUSE OPTICAL TOMOGRAPHY (DOT); IMAGING ALGORITHMS; LINEAR INVERSION; SPATIAL DISTRIBUTION;

MAGNETIC RESONANCE IMAGING;

ALGORITHM; ARTICLE; BIOLOGICAL MODEL; BRAIN MAPPING; COMPUTER ASSISTED DIAGNOSIS; EVALUATION; HUMAN; IMAGE QUALITY; INSTRUMENTATION; METHODOLOGY; NEAR INFRARED SPECTROSCOPY; NUCLEAR MAGNETIC RESONANCE IMAGING; OPTICAL TOMOGRAPHY; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; STATISTICAL MODEL;

ALGORITHMS; BRAIN MAPPING; HUMANS; IMAGE INTERPRETATION, COMPUTER-ASSISTED; LINEAR MODELS; MAGNETIC RESONANCE IMAGING; MODELS, BIOLOGICAL; PHANTOMS, IMAGING; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; SPECTROSCOPY, NEAR-INFRARED; TOMOGRAPHY, OPTICAL;

EID: 16644391358     PISSN: 1559128X     EISSN: 15394522     Source Type: Journal    
DOI: 10.1364/AO.44.001948     Document Type: Conference Paper

References (35)

1. A. Yodh and B. Chance, "Spectroscopy and imaging with diffusing light," Phys. Today 48, 34-40 (1995).
2. S. R. Arridge, "Optical tomography in medical imaging," Inverse Probl. 15, R41-R93 (1999).
3. D. A. Boas, D. H. Brooks, E. L. Miller, C. A. DiMarzio, M. Kilmer, R. J. Gaudette, and Q. Zhang, "Imaging the body with diffuse optical tomography," IEEE Signal Process. Mag. 18, 57-75 (2001).
4. E. Okada, M. Firbank, M. Schweiger, S. R. Arridge, M. Cope, and D. T. Delpy, "Theoretical and experimental investigation of near-infrared light propagation in a model of the adult head," Appl. Opt. 36, 21-31 (1997).
5. B. Chance, E. Anday, S. Nioka, S. Zhou, L. Hong, K. Worden, L. C. T. Murray, Y. Ovetsky, D. Pidikiti, and R. Thomas, "A novel method for fast imaging of brain function, noninvasively, with light," Opt. Express 2, 411-423 (1998), http://wwwopticsexpress.org.
6. A. Bluestone, G. Abdoulaev, C. Schmitz, R. Barbour, and A. Hielscher, "Three-dimensional optical tomography of hemodynamics in the human head," Opt. Express 9, 272-286 (2001), http://www.opticsexpress.org.
7. M. A. Franceschini and D. A. Boas, "Noninvasive measurement of neuronal activity with near-infrared optical imaging," Neuroimage 21, 372-386 (2004).
8. B. W. Pogue, S. P. Poplack, T. O. McBride, W. A. Wells, K. S. Osterman, U. L. Osterberg, and K. D. Paulsen, "Quantitative hemoglobin tomography with diffuse near-infrared spectroscopy: pilot results in the breast," Radiology 218, 261-266 (2001).
9. J. C. Hebden, H. Veenstra, H. Dehghani, E. M. C. Hillman, M. Schweiger, S. R. Arridge, and D. T. Delpy, "Three-dimensional time-resolved optical tomography of a conical breast phantom," Appl. Opt. 40, 3278-3287 (2001).
10. H. Jiang, Y. Xu, N. Iftimia, J. Eggert, K. Klove, L. Baron, and L. Fajardo, "Three-dimensional optical tomographic imaging of breast in a human subject," IEEE Trans. Med. Imaging 20, 1334-1340 (2001).
11. R. Barbour, H. Graber, Y. Pei, S. Zhong, and C. Schmitz, "Optical tomographic imaging of dynamic features of dense-scattering media," J. Opt. Soc. Am. A 18, 3018-3036 (2001).
12. E. M. C. Hillman, J. C. Hebden, M. Schweiger, H. Dehghani, F. E. W. Schmidt, D. T. Delpy, and S. R. Arridge, "Time resolved optical tomography of the human forearm," Phys. Med. Biol. 46, 1117-1130 (2001).
13. Y. Xu, N. Iftimia, H. B. Jiang, L. L. Key, and M. B. Bolster, "Imaging of in vitro and in vivo bones and joints with continuous-wave diffuse optical tomography," Opt. Express 8, 447-451 (2001), http://www.opticsexpress.org.
14. A. Hielscher, A. Bluestone, G. Abdoulaev, A. Klose, J. Lasker, M. Stewart, U. Netz, and J. Beuthan, "Near-infrared diffuse optical tomography," Dis. Markers 18, 313-337 (2002).
15. V. Ntziachristos, A. G. Yodh, M. Schnall, and B. Chance, "Concurrent MRI and diffuse optical tomography of breast after Indocyanine Green enhancement," Proc. Natl. Acad. Sci. USA 97, 2767-2772 (2000).
16. B. A. Brooksby, H. Dehghani, B. W. Pogue, and K. D. Paulsen, "Near-infrared (NIR) tomography breast image reconstruction with a priori structural information from MRI: algorithm development for reconstructing heterogeneities," IEEE J. Sel. Top. Quantum Electron. 9, 199-209 (2003).
17. Q. Zhu, T. Durduran, V. Ntziachristos, M. Holboke, and A. G. Yodh, "Imager that combines near-infrared diffusive light and ultrasound," Opt. Lett. 24, 1050-1052 (1999).
18. A. Li, E. L. Miller, M. E. Kilmer, T. J. Brukilacchio, T. Chaves, J. Stott, Q. Zhang, T. Wu, M. Chorlton, R. H. Moore, D. B. Kopans, and D. A. Boas, "Tomographic optical breast imaging guided by three-dimensional mammography," Appl. Opt. 42, 5181-5190 (2003).
19. X. Intes, C. Maloux, M. Guven, B. Yazici, and B. Chance, "Diffuse optical tomography with physiological and spatial a priori constraints," Phys. Med. Biol. 49, N155-N163 (2004).
20. E. M. C. Hillman, "Experimental and theoretical investigations of near infrared tomographic imaging methods and clinical applications," Ph.D. dissertation (University of London, London, UK, 2002).
21. A. Corlu, T. Durduran, R. Choe, M. Schweiger, E. M. C. Hillman, S. R. Arridge, and A. G. Yodh, "Uniqueness and wavelength optimization in continuous-wave multispectral diffuse optical tomography," Opt. Lett. 28, 2339-2341 (2004).
22. A. Li, Q. Zhang, J. P. Culver, E. L. Miller, and D. A. Boas, "Reconstructing chromosphere concentration images directly by continuous-wave diffuse optical tomography," Opt. Lett. 29, 256-258 (2004).
23. A. E. Cerussi, A. J. Berger, F. Bevilacqua, N. Shah, D. Jakubowski, J. Butler, R. F. Holcombe, and B. J. Tromberg, "Sources of absorption and scattering contrast for nearinfrared optical mammography," Acad. Radiol. 8, 211-218 (2001).
24. G. Glover and E. Schneider, "3-point Dixon technique for true water fat decomposition with BO inhomogeneity correction," Magn. Reson. Med. 18, 373-381 (1991).
25. M. A. O'Leary, "Imaging with diffuse photon density waves," Ph.D. dissertation (University of Pennsylvania, Philadelphia, Pa., 1996).
26. M. S. Patterson, B. Chance, and B. C. Wilson, "Time resolved reflectance and transmittance for the noninvasive measurement of tissue optical properties," Appl. Opt. 28, 2331-2336 (1989).
27. B. W. Pogue and M. S. Patterson, "Frequency-domain optical-absorption spectroscopy of finite tissue volumes using diffusion-theory," Phys. Med. Biol. 39, 1157-1180 (1994).
28. A. Dale and M. Sereno, "Improved localization of cortical activity by combining EEG and MEG with MRI cortical surface reconstruction-a linear approach," J. Cogn. Neurosci. 5, 162176 (1993).
29. A. Liu, A. Dale, and J. Belliveau, "Monte Carlo simulation studies of EEG and MEG localization accuracy," Hum. Brain Mapp. 16, 47-62 (2002).
30. J. P. Culver, V. Ntziachristos, M. J. Holboke, and A. G. Yodh, "Optimization of optode arrangements for diffuse optical tomography: a singular-value analysis," Opt. Lett. 26, 701-703 (2001).
31. M. Schweiger and S. R. Arridge, "Optical tomographic reconstruction in a complex head model using a priori region boundary information," Phys. Med. Biol. 44, 2703-2721 (1999).
32. B. W. Pogue, T. O. McBride, J. Prewitt, U. L. Osterberg, and K. D. Paulsen, "Spatially variant regularization improves diffuse optical tomography," Appl. Opt. 38, 2950-2961 (1999).
33. D. J. Hawrysz and E. M. Sevick-Muraca, "Developments toward diagnostic breast cancer imaging using near-infrared optical measurements and fluorescent contrast agents," Neoplasia 2, 388-417 (2000).
34. S. Merritt, G. Gulsen, G. Chiou, Y. Chu, C. Deng, A. Cerussi, A. Durkin, B. Tromberg, and O. Nalcioglu, "Comparison of water and lipid content measurements using diffuse optical spectroscopy and MRI in emulsion phantoms," Technol. Cancer Res. Treat. 2, 563-569 (2003).
35. 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).