Statistical analysis of nonlinearly reconstructed near-infrared tomographic images: Part I - Theory and simulations

IEEE Transactions on Medical Imaging

Volumn 21, Issue 7, 2002, Pages 755-763

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

^a DARTMOUTH COLLEGE   (United States)

^b DARTMOUTH MEDICAL SCHOOL   (United States)

Author keywords

Diffusion; Hemoglobin; Imaging; Oxygen saturation; Photon migration; Tomography

Indexed keywords

ALGORITHMS; CHROMOPHORES; COMPUTER SIMULATION; DIFFUSION; FLUXES; HEMOGLOBIN; IMAGE ANALYSIS; IMAGE RECONSTRUCTION; INFRARED IMAGING; PHOTONS; STATISTICAL METHODS; TISSUE; TOMOGRAPHY;

NEAR-INFRARED (NIR) DIFFUSE TOMOGRAPHY;

MEDICAL IMAGING;

ARTICLE; COMPUTER SIMULATION; IMAGE ENHANCEMENT; METHODOLOGY; NEAR INFRARED SPECTROSCOPY; NONLINEAR SYSTEM; QUALITY CONTROL; REPRODUCIBILITY; SAMPLE SIZE; SENSITIVITY AND SPECIFICITY; STATISTICAL MODEL; STATISTICS; TOMOGRAPHY;

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

EID: 0036628470     PISSN: 02780062     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMI.2002.801155     Document Type: Article

References (23)

1. 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.
2. B.W. Pogue, M. Testorf, T. McBride, U. Osterberg, and K. Paulsen, "Instrumentation and design of a frequency-domain diffuse optical tomography image for breast cancer detection," Opt. Express, vol. 1, no. 13, pp. 391-403, 1997.
3. J.C. Hebden, F.E.W. Schmidt, M.E. Fry, M. Schweiger, E.M.C. Hillman, D.T. Delpy, and S.R. Arridge, "Simultaneous reconstruction of absorption and scattering images by multichannel measurement of purely temporal data," Opt. Lett., vol. 24, no. 8, pp. 524-526, 1999.
4. B.W. Pogue, T. McBride, U. Osterberg, and K. Paulsen, "Comparison of imaging geometries for diffuse optical tomography of tissue," Opt. Express, vol. 4, no. 8, pp. 270-286, 1999.
5. 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.
6. M.A. Franceschini, K.T. Moesta, S. Fantini, G. Gaida, E. Gratton, H. Jess, W.W. Mantulin, M. Seeber, P.M. Schlag, and M. Kaschke, "Frequency-domain techniques enhance optical mammography; Initial clinical results," Proc. Nat. Acad. Sci. USA, vol. 94, no. 12, pp. 6468-6473, 1997.
7. S.B. Colak, D.G. Papaioannou, G.W. Hooft, M.B. van der Mark, H. Schomberg, J.C.J. Paasschens, J.B.M. Melissen, and N.A.A.J. van Asten, "Tomographic image reconstruction from optical projections in light-diffusing media," Appl. Opt., vol. 36, no. 1, pp. 180-213, 1997.
8. 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.
9. S.R. Arridge and M. Schweiger, "Inverse methods for optical tomography," in Information Processing in Medical Imaging, A.F.G.H.H. Barrett, Ed. Flagstaff, AZ: Springer-Verlag, 1993, pp. 259-277.
10. _, "Image reconstruction in optical tomography," Phil. Trans. R. Soc. Lond. B, vol. 352, pp. 717-726, 1997.
11. 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.
12. A.H. Hielscher, A.D. Klose, and K.M. Hanson, "Gradient-based iterative image reconstruction scheme for time-resolved optical tomography," IEEE Trans. Med. Imag., vol. 18, pp. 262-271, Mar. 1999.
13. T.D. Tosterson, B.W. Pogue, E. Demidenko, T.O. McBride, and K.D. Paulsen, "Confidence maps and confidence intervals for near infrared images in breast cancer," IEEE Trans. Med. Imag., vol. 18, pp. 1188-1193, Dec. 1999.
14. 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.
15. H. Jiang, K.D. Paulsen, U.L. Osterberg, B.W. Pogue, and M.S. Patterson, "Optical image reconstruction using frequency-domain data: Simulations and experiments," J. Opt. Soc. Amer. A, vol. 13, no. 2, pp. 253-266, 1996.
16. 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.
17. W.H. Press, S.A. Teukolsky, W.T. Vetterling, and B.P. Flannery, Numerical recipes in Fortran, 2nd ed. New York: Cambridge Univ. Press, 1992.
18. 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.
19. T.O. McBride, B.W. Pogue, S. Jiang, U.L. Osterberg, and K.D. Paulsen, "Development and calibration of a parallel modulated near-infrared tomography system for hemoglobin imaging in vivo," Rev. Sci. Instrum., vol. 72, no. 3, pp. 1817-1824, 2001.
20. 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.
21. T.O. McBride, B.W. Pogue, U.L. Osterberg, and K.D. Paulsen, "Strategies for absolute calibration of near infrared tomographic tissue imaging," in Oxygen Transport to Tissue XXI, J.F. Dunn and H.M. Swartz, Eds. Lengerich, Germany: Pabst, 2001.
22. H.W. Engl and W. Grever, "Using the L-curve for determining optimal regularization parameters," Numer. Math, vol. 69, pp. 25-31, 1994.
23. A. Neumaier, "Solving ill-conditioned and singular linear systems: A tutorial on regularization," AIAM Rev., vol. 40, no. 3, pp. 636-666, 1998.