Compositional-prior-guided image reconstruction algorithm for multi-modality imaging

Biomedical Optics Express

Volumn 1, Issue 1, 2010, Pages 223-235

  Fang, Qianqian ^a   Moore, Richard H ^a   Kopans, Daniel B ^a   Boas, David A ^a  

^a MASSACHUSETTS GENERAL HOSPITAL   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; GEOMETRICAL OPTICS; IMAGE RECONSTRUCTION; IMAGE SEGMENTATION; MAMMOGRAPHY; OPTICAL PROPERTIES; OPTICAL TOMOGRAPHY; TISSUE;

BINARY SEGMENTATION; BREAST IMAGING SYSTEM; COMPOSITIONAL MAPS; DIFFUSE OPTICAL TOMOGRAPHY; DIGITAL BREAST TOMOSYNTHESIS; EMPIRICAL RELATIONSHIPS; FIBROGLANDULAR TISSUE; FUNCTIONAL INFORMATION; IMAGE CONTRASTS; IMAGE RECONSTRUCTION ALGORITHM; IMAGING METHOD; IMAGING MODALITY; MULTI-MODALITY; OPTICAL IMAGE; REGULARIZATION PARAMETERS; SEGMENTATION METHODS; TISSUE ANATOMY; TISSUE TYPES; X RAY INTENSITY;

MEDICAL IMAGING;

EID: 80155129638     PISSN: None     EISSN: 21567085     Source Type: Journal    
DOI: 10.1364/BOE.1.000223     Document Type: Article

References (37)

1. D. W. Townsend, and S. R. Cherry, "Combining anatomy and function: the path to true image fusion," Eur. Radiol. 11(10), 1968-1974 (2001).
2. F. S. Azar, and X. Intes, eds., Translational multimodality Optical Imaging, Artech House, Norwood (2008)
3. J. Czernin, and H. R. Schelbert, eds., PET/CT in cancer patient management. The Journal of Nuclear Medicine, 48 (2007)
4. M. Charron, T. Beyer, N. N. Bohnen, P. E. Kinahan, M. Dachille, J. Jerin, R. Nutt, C. C. Meltzer, V. Villemagne, and D. W. Townsend, "Image analysis in patients with cancer studied with a combined PET and CT scanner," Clin. Nucl. Med. 25(11), 905-910 (2000).
5. M. S. Judenhofer, H. F. Wehrl, D. F. Newport, C. Catana, S. B. Siegel, M. Becker, A. Thielscher, M. Kneilling, M. P. Lichy, M. Eichner, K. Klingel, G. Reischl, S. Widmaier, M. Röcken, R. E. Nutt, H.-J. Machulla, K. Uludag, S. R. Cherry, C. D. Claussen, and B. J. Pichler, "Simultaneous PET-MRI: a new approach for functional and morphological imaging," Nat. Med. 14(4), 459-465 (2008).
6. Z. Keidar, O. Israel, and Y. Krausz, "SPECT/CT in tumor imaging: technical aspects and clinical applications," Semin. Nucl. Med. 33(3 Issue 3), 205-218 (2003).
7. M. Doubrovin, I. Serganova, P. Mayer-Kuckuk, V. Ponomarev, and R. G. Blasberg, "Multimodality in vivo molecular-genetic imaging," Bioconjug. Chem. 15(6), 1376-1388 (2004).
8. C. Kuo, O. Coquoz, T. L. Troy, H. Xu, and B. W. Rice, "Three-dimensional reconstruction of in vivo bioluminescent sources based on multispectral imaging," J. Biomed. Opt. 12(2), 024007 (2007).
9. 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(6), 57-75 (2001).
10. A. P. Gibson, J. C. Hebden, and S. R. Arridge, "Recent advances in diffuse optical imaging," Phys. Med. Biol. 50(4), R1-R43 (2005).
11. 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 near-infrared optical mammography," Acad. Radiol. 8(3), 209-210 (2001).
12. D. Grosenick, K. T. Moesta, M. Möller, J. Mucke, H. Wabnitz, B. Gebauer, C. Stroszczynski, B. Wassermann, P. M. Schlag, and H. Rinneberg, "Time-domain scanning optical mammography: I. Recording and assessment of mammograms of 154 patients," Phys. Med. Biol. 50(11), 2429-2449 (2005).
13. P. Taroni, A. Torricelli, L. Spinelli, A. Pifferi, F. Arpaia, G. Danesini, and R. Cubeddu, "Time-resolved optical mammography between 637 and 985 nm: clinical study on the detection and identification of breast lesions," Phys. Med. Biol. 50(11), 2469-2488 (2005).
14. L. C. Enfield, A. P. Gibson, N. L. Everdell, D. T. Delpy, M. Schweiger, S. R. Arridge, C. Richardson, M. Keshtgar, M. Douek, and J. C. Hebden, "Three-dimensional time-resolved optical mammography of the uncompressed breast," Appl. Opt. 46(17), 3628-3638 (2007).
15. S. P. Poplack, T. D. Tosteson, W. A. Wells, B. W. Pogue, P. M. Meaney, A. Hartov, C. A. Kogel, S. K. Soho, J. J. Gibson, and K. D. Paulsen, "Electromagnetic breast imaging: results of a pilot study in women with abnormal mammograms," Radiology 243(2), 350-359 (2007).
16. Q. Zhu, N. G. Chen, and S. H. Kurtzman, "Imaging tumor angiogenesis by use of combined near-infrared diffusive light and ultrasound," Opt. Lett. 28(5), 337-339 (2003).
17. 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).
18. B. Brooksby, B. W. Pogue, S. Jiang, H. Dehghani, S. Srinivasan, C. Kogel, T. D. Tosteson, J. Weaver, S. P. Poplack, and K. D. Paulsen, "Imaging breast adipose and fibroglandular tissue molecular signatures by using hybrid MRI-guided near-infrared spectral tomography," Proc. Natl. Acad. Sci. U.S.A. 103(23), 8828-8833 (2006).
19. C. M. Carpenter, S. Srinivasan, B. W. Pogue, and K. D. Paulsen, "Methodology development for three-dimensional MR-guided near infrared spectroscopy of breast tumors," Opt. Express 16(22), 17903-17914 (2008).
20. 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, and D. A. Boas, "Coregistered tomographic x-ray and optical breast imaging: initial results," J. Biomed. Opt. 10(2), 024033 (2005).
21. Q. Fang, S. A. Carp, J. Selb, G. Boverman, Q. Zhang, D. B. Kopans, R. H. Moore, E. L. Miller, D. H. Brooks, and D. A. Boas, "Combined optical imaging and mammography of the healthy breast: optical contrast derived from breast structure and compression," IEEE Trans. Med. Imaging 28(1 issue 1), 30-42 (2009).
22. Q. Fang, J. Selb, and S. A. Carp, G. Boverman G, E. L. Miller, D. H. Brooks, R. H. Moore, D. B. Kopans, D. A. Boas, "Combined optical and x-ray tomosynthesis breast imaging," Radiology. in press.
23. B. Brooksby, S. Jiang, H. Dehghani, B. W. Pogue, K. D. Paulsen, J. Weaver, C. Kogel, and S. P. Poplack, "Combining near-infrared tomography and magnetic resonance imaging to study in vivo breast tissue: implementation of a Laplacian-type regularization to incorporate magnetic resonance structure," J. Biomed. Opt. 10(5), 051504 (2005).
24. 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(25), 5181-5190 (2003).
25. P. K. Yalavarthy, B. W. Pogue, H. Dehghani, C. M. Carpenter, S. Jiang, and K. D. Paulsen, "Structural information within regularization matrices improves near infrared diffuse optical tomography," Opt. Express 15(13), 8043-8058 (2007).
26. P. Hiltunen, S. J. D. Prince, and S. Arridge, "A combined reconstruction-classification method for diffuse optical tomography," Phys. Med. Biol. 54(21), 6457-6476 (2009).
27. M. Guven, B. Yazici, X. Intes, and B. Chance, "Diffuse optical tomography with a priori anatomical information," Phys. Med. Biol. 50(12), 2837-2858 (2005).
28. A. Gelman, J. B. Carlin, H. S. Stern, and D. B. Rubin, Bayesian Data Analysis, Boca Raton, FL, Chapman and Hall/CRC (2004)
29. E. Zastrow, S. K. Davis, M. Lazebnik, F. Kelcz, B. D. Van Veen, and S. C. Hagness, "Development of anatomically realistic numerical breast phantoms with accurate dielectric properties for modeling microwave interactions with the human breast," IEEE Trans. Biomed. Eng. 55(12), 2792-2800 (2008).
30. K. D. Paulsen, P. M. Meaney, M. J. Moskowitz, and J. R. Sullivan, Jr., "A dual mesh scheme for finite element based reconstruction algorithms," IEEE Trans. Med. Imaging 14(3), 504-514 (1995).
31. S. R. Arridge, "Optical tomography in medical imaging," Inverse Probl. 15(2), R41-R93 (1999).
32. P. K. Yalavarthy, D. R. Lynch, B. W. Pogue, H. Dehghani, and K. D. Paulsen, "Implementation of a computationally efficient least-squares algorithm for highly under-determined three-dimensional diffuse optical tomography problems," Med. Phys. 35(5), 1682-1697 (2008).
33. F. Chung, and K. Oden, "Weighted graph Laplacians and isoperimetric inequalities," Pac. J. Math. 192(2), 257-273 (2000).
34. Q. Fang, and D. Boas, "Tetrahedral mesh generation from volumetric binary and gray-scale images," Proceedings of IEEE International Symposium on Biomedical Imaging 2009, 1142-1145 (2009).
35. S. Srinivasan, B. W. Pogue, S. Jiang, H. Dehghani, and K. D. Paulsen, "Spectrally constrained chromophore and scattering near-infrared tomography provides quantitative and robust reconstruction," Appl. Opt. 44(10), 1858-1869 (2005).
36. Q. Fang, P. M. Meaney, S. D. Geimer, A. V. Streltsov, and K. D. Paulsen, "Microwave image reconstruction from 3-D fields coupled to 2-D parameter estimation," IEEE Trans. Med. Imaging 23(4), 475-484 (2004).
37. P. A. Yushkevich, J. Piven, H. C. Hazlett, R. G. Smith, S. Ho, J. C. Gee, and G. Gerig, "User-guided 3D active contour segmentation of anatomical structures: significantly improved efficiency and reliability," Neuroimage 31(3), 1116-1128 (2006).