Statistical analysis of nonlinearly reconstructed near-infrared tomographic images: Part II - Experimental interpretation

IEEE Transactions on Medical Imaging

Volumn 21, Issue 7, 2002, Pages 764-772

  Song, Xiaomei ^a   Pogue, Brian W ^a   Tosteson, Tor D ^b   McBride, Troy O ^a   Jiang, Shudong ^a   Paulsen, Keith D ^a  

^a DARTMOUTH COLLEGE   (United States)

^b DARTMOUTH MEDICAL SCHOOL   (United States)

Author keywords

Diffuse; Hemoglobin; Imaging; Reconstruction; Tomography

Indexed keywords

ALGORITHMS; ERROR ANALYSIS; HEMOGLOBIN; IMAGE ANALYSIS; IMAGE RECONSTRUCTION; IMAGING SYSTEMS; INFRARED IMAGING; ITERATIVE METHODS; STATISTICAL METHODS; TOMOGRAPHY; TUMORS;

NEAR-INFRARED (NIR) DIFFUSE TOMOGRAPHY;

MEDICAL IMAGING;

BREAST; COMPARATIVE STUDY; EVALUATION; HISTOLOGY; HUMAN; IMAGE ENHANCEMENT; IMAGE QUALITY; INSTRUMENTATION; METHODOLOGY; NEAR INFRARED SPECTROSCOPY; NONLINEAR SYSTEM; NOTE; QUALITY CONTROL; REPRODUCIBILITY; SAMPLE SIZE; SENSITIVITY AND SPECIFICITY; STATISTICAL MODEL; STATISTICS; TOMOGRAPHY;

BREAST; HUMANS; IMAGE ENHANCEMENT; MODELS, STATISTICAL; NONLINEAR DYNAMICS; PHANTOMS, IMAGING; QUALITY CONTROL; REPRODUCIBILITY OF RESULTS; SAMPLE SIZE; SENSITIVITY AND SPECIFICITY; SPECTROSCOPY, NEAR-INFRARED; STOCHASTIC PROCESSES; TOMOGRAPHY;

EID: 0036628471     PISSN: 02780062     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMI.2002.801158     Document Type: Article

References (22)

1. B.W. Pogue, X. Song, T.D. Tosteson, T.O. McBride, S. Jiang, and K.D. Paulsen, "Statistical analysis of non-linearly reconstructed near-infrared tomographic images: Part I - Theory and simulations," IEEE Trans. Med. Imag., vol. 21, pp. 755-763, 2002.
2. T.O. McBride, B.W. Pogue, S. Jiang, U.L. Osterberg, and K.D. Paulsen, "Development and calibration of a parallel modulated near-inflared tomography system for hemoglobin imaging in vivo," Rev. Sci. Instrum., vol. 72, no. 3, pp. 1817-1824, 2001.
3. D.A. Boas, M.A. O'Leary, B. Chance, and A.G. Yodh, "Detection and characterization of optical inhomogeneities with diffuse photon density waves: A signal-to noise analysis," Appl. Opt., vol. 36, pp. 75-92, 1997.
4. S.R. Arridge, "Forward and inverse problems in time-resolved infrared imaging," in Medical Optical Tomography: Functional Imaging and Monitoring, G. Muller, Ed. Bellingham, WA: SPIE Optical Eng. Press, 1993, pp. 35-64.
5. S.R. Arridge and M. Schweiger, "Image reconstruction in optical tomography," Phil. Trans. Roy. Soc. Lond. B, vol. 352, pp. 717-726, 1997.
6. H.B. Jiang, K.D. Paulsen, U.L. Osterberg, B.W. Pogue, and M.S. Patterson, "Simultaneous reconstruction of optical-absorption and scattering maps in turbid media from near-infrared frequency-domain data," Opt. Lett., vol. 20, no. 20, pp. 2128-2130, 1995.
7. 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., vol. 40, pp. 1709-1729, 1995.
8. A.H. Hielscher and S. Barrel, "Use of penalty term in gradient-based iterative reconstruction schemes for optical tomography," J. Biomed. Opt., vol. 6, no. 2, pp. 183-192, 2001.
9. B.W. Pogue, T.O. McBride, J. Prewitt, U.L. Osterberg, and K.D. Paulsen, "Spatially variant regularization improves diffuse optical tomography," Appl. Opt., vol. 38, no. 13, pp. 2950-2961, 1999.
10. V.G. Peters, D.R. Wyman, M.S. Patterson, and G.L. Frank, "Optical properties of normal and diseased breast tissue in the visible and near infrared," Phys. Med. Biol., vol. 35, pp. 1317-1334, 1990.
11. S. Fantini, S.A. Walker, M.A. Franceschini, M. Kaschke, P.M. Schlag, and K.T. Moesta, "Assessment of the size, position, and optical properties of breast tumors in vivo by noninvasive optical methods," Appl. Opt., vol. 37, no. 10, pp. 1982-1989, 1998.
12. T.O. McBride, B.W. Pogue, S. Jiang, U.L. Osterberg, K.D. Paulsen, and S.P. Poplack, "Multi-spectral near-infrared tomography: A case study in compensating for water and lipid content in hemoglobin imaging of the breast," J. Biomed. Opt., vol. 7, no. 1, pp. 72-79, 2002.
13. K. Suzuki, Y. Yamashita, K. Ohta, M. Kaneko, M. Yoshida, and B. Chance, "Quantitative measurement of optical parameters in normal breasts using time-resolved spectroscopy: In vivo results of 30 Japanese women," J. Biomed. Opt., vol. 1, no. 3, pp. 330-334, 1996.
14. B.J. Tromberg, O. Coquoz, J.B. Fishkin, T. Pham, E.R. Anderson, J. Butler, M. Cahn, J.D. Gross, V. Venugopalan, and D. Pham, "Non-invasive measurements of breast tissue optical properties using frequency-domain photon migration," Phil. Trans. Roy. Soc. Lond. B, vol. 352, pp. 661-668, 1997.
15. B.W. Pogue, S.P. Poplack, T.O. McBride, W.A. Wells, O.K.S., U.L. Osterberg, and K.D. Paulsen, "Quantitative hemoglobin tomography with diffuse near-infrared spectroscopy: Pilot results in the breast," Radiology, vol. 218, no. 1, pp. 261-266, 2001.
16. K.D. Paulsen and H. Jiang, "Enhanced frequency-domain optical image reconstruction in tissues through total-variation minimization," Appl. Opt., vol. 35, no. 19, pp. 3447-3458, 1996.
17. B.W. Pogue, C. Willscher, T.O. McBride, U.L. Osterberg, and K.D. Paulsen, "Contrast-detail analysis for detection and characterization with near-infrared diffuse tomography," Med. Phys., vol. 27, no. 12, pp. 2693-2700, 2000.
18. T.O. McBride, B.W. Pogue, S. Jiang, U.L. Osterberg, K.D. Paulsen, and S.P. Poplack, "Initial studies of in vivo absorbing and scattering heterogeneity in near-infrared tomographic breast imaging," Opt. Lett., vol. 26, no. 11, pp. 822-824, 2001.
19. K.D. Paulsen and H. Jiang, "Spatially varying optical property reconstruction using a finite element diffusion equation approximation," Med. Phys., vol. 22, no. 6, pp. 691-701, 1995.
20. H.W. Engl and W. Grever, "Using the L-curve for determining optimal regularization parameters," Numer. Math, vol. 69, pp. 25-31, 1994.
21. A. Neumaier, "Solving ill-conditioned and singular linear systems: A tutorial on regularization," SIAM Rev., vol. 40, no. 3, pp. 636-666, 1998.
22. B.W. Pogue and C. Willscher et al., "Contrast-detail analysis for detection and characterization with near-infrared diffuse tomography," Med. Phys., vol. 27, no. 12, pp. 2693-2700, 2000.