Experimental validation of a backpropagation algorithm for three-dimensional breast tumor localization

IEEE Journal on Selected Topics in Quantum Electronics

Volumn 5, Issue 4, 1999, Pages 1049-1057

  Liu, Hanli ^a,c,d,e,f   Matson, Charles L ^b,g,h,i   Lau, Kelly ^a,j,k,l   Mapakshi, Rajesh R ^a,m  

^a UNIVERSITY OF TEXAS AT ARLINGTON   (United States)

^b AIR FORCE RESEARCH LABORATORY   (United States)

^c BEIJING NORMAL UNIVERSITY   (China)

^d WAKE FOREST UNIVERSITY   (United States)

^e UNIVERSITY OF PENNSYLVANIA   (United States)

^f UNIVERSITY OF TEXAS   (United States)

^g UNIVERSITY OF WASHINGTON   (United States)

^h Air Force Institute of Technology

ⁱ SEATTLE PACIFIC UNIVERSITY   (United States)

^j UNIVERSITY OF CALIFORNIA   (United States)

^k Foothill High School   (United States)

^l The University of Texas Southwestern Medical Center   (United States)

^m GOGTE INSTITUTE OF TECHNOLOGY   (India)

more..

Author keywords

[No Author keywords available]

Indexed keywords

BACKPROPAGATION ALGORITHM; BIOMEDICAL OPTICAL IMAGING; LASER BIOMEDICAL APPLICATION; OPTICAL DIFFRACTION TOMOGRAPHY; THREE DIMENSIONAL BREAST TUMOR LOCALIZATION;

BACKPROPAGATION; BIOMEDICAL ENGINEERING; COMPUTER SIMULATION; LASER APPLICATIONS; LEARNING ALGORITHMS; LIGHT SCATTERING; MEDICAL IMAGING; ONCOGENIC VIRUSES; SEMICONDUCTOR LASERS; TISSUE; TOMOGRAPHY;

OPTICAL INSTRUMENTS;

EID: 0033353662     PISSN: 1077260X     EISSN: None     Source Type: Journal    
DOI: 10.1109/2944.796329     Document Type: Article

References (38)

1. J. G. Elmore, M. B. Barton, V. M. Moceri, S. Polk, P. J. Arena, and S. W. Fletcher, "Ten-year risk of false positive screening mammograms and clinical breast examinations," New England J. Med., vol. 338, pp. 1089-1096, 1998.
2. M. Cutler, "Transillumination as an aid to diagnosis of breast lesions," Surg. Gynecol. Obstet., vol. 48, pp. 721-727, 1929.
3. E. N. Carlsen, "Transillumination light scanning," Diag. Imag., vol. 4, pp. 28-34, 1982.
4. A. Alveryd, I. Andersson, K. Aspegren, G. Balldin, N. Bjurstam, G. Edström, G. Fagerberg, U. Glas, O. Jarlman, S. A. Larsson, E. Lidbrink, H. Lingaas, M. Löfgren, C.-M. Rudenstam, L. Strender, L. Samuelsson, L. Tabàr, A. Taube, H. Wallberg, P. Åkesson, and D. Hallberg, "Lightscanning versus mammography for the detection of breast cancer in screening and clinical practice," Cancer, vol. 65, pp. 1671-1677, 1990.
5. C. S. Dowle, J. Caseldine, J. Tew, A. R. Manhire, E. J. Roebuck, and R. W. Blarney, "An evaluation of transmission spectroscopy (lightscanning) in the diagnosis of symptomatic breast lesions," Clin. Radiol., vol. 38, pp. 375-377, 1987.
6. F. L. Greene, C. Hicks, V. Eddy, and C. Davis, "Mammography, sonomammography and diaphanography (lightscanning): A prospective, comparative study with histologic correlation," Amer. Surg., vol. 51, pp. 58-60, 1985.
7. C. R. B. Merritt, M. A. Sullivan, A. Segaloff, and W. P. McKinnon, "Real-time transillumination light scanning of the breast," Radiographics, vol. 4, pp. 989-1009, 1984.
8. E. A. Sickles, "Breast cancer detection with transillumination and mammography," Amer. J Radiol., vol. 142, pp. 841-844, 1984.
9. S. E. Feig and R. McLelland, Eds., Breast Carcinoma: Current Diagnosis and Treatment. New York: Masson, 1983.
10. G. E. Geslien, J. R. Fisher, and C. DeLaney, "Transillumination in breast cancer detection: Screening failures and potential," Amer. J Radiol., vol. 144, pp. 619-622, 1985.
11. B. Monsees, J. M. Destouet, and D. Gersell, "Light scan evaluation of non palpable breast lesions," Radiology, vol. 163, pp. 467-470, 1987.
12. B. Monsees, J. M. Destouet, and W. G. Totty, "Light scanning versus mammography in breast cancer detection," Radiology, vol. 163, pp. 463-4765, 1987.
13. M. S. Patterson, B. Chance, and B. C. Wilson, "Time-resolved reflectance and transmittance for the noninvasive measurement of tissue optical properties," Appl. Opt., vol. 28, pp. 2331-2336, 1989.
14. E. M. Sevick, B. Chance, J. Leigh, S. Nioka, and M. Maris, "Quantitation of time- and frequency-resolved optical spectra for the determination of tissue oxygenation," Anal. Biochem., vol. 195, pp. 330-351, 1991.
15. J. B. Fishkin and E. Gratton, "Propagation of photon-density waves in strongly scattering media containing an absorbing semi-infinite plane bounded by a straight edge," J. Opt. Soc. Amer. A, vol. 10, pp. 127-140, 1993.
16. A. O. Wist, P. P. Fatouros, and S. L. Herr, "Increased spatial resolution in transillumination using collimated light," IEEE Trans. Med. Imag., vol. 12, pp. 751-757, 1993.
17. Y. Yamashita and M. Kaneko, "Visible and infrared diaphanoscopy for medical diagnosis," in Medical Optical Tomography: Functional Imaging and Monitoring, G. J. Müller, B. Chance, R. R. Alfano, S. R. Arridge, J. Beuthan, E. Gratton, M. Kaschke, B. R. Masters, S. Svanberg, and P. van der Zee, Eds. Bellingham: SPIE, 1993, SPIE Inst. Series, vol. IS11, pp. 283-316.
18. M. Miwa and Y. Ueda, "Development of time-resolved spectroscopy system for quantitative noninvasive tissue measurement," in Proc. SPIE - Int. Soc. Opt. Eng., 1995, vol. 2389, pp. 142-149.
19. J. C. Hebden and R. A. Kruger, "Transillumination imaging performance: A time-of-flight imaging system," Med. Phys., vol. 17, pp. 351-356, 1990.
20. S. J. Madsen, E. R. Anderson, R. C. Haskell, and B. J. Trornberg, "Portable, high-bandwidth frequency-domain photon migration instrument for tissue spectroscopy," Opt. Lett., vol. 19, no. 23, pp. 1934-1936, 1994.
21. M. S. Patterson, "Principles and applications of frequency-domain measurements of light propagation," in Optical-Thermal Response of Laser-Irradiated Tissue, A. J. Welch and M. J. C. van Gemert. Eds. New York: Plenum, 1995, pp. 333-364.
22. S. Fantini, M. A. Franceschini-Fantini, J. S. Maier, S. A. Walker, B. Barbieri, and E. Gratton, "Frequency-domain multichannel optical detector for noninvasive tissue spectroscopy and oximetry," Opt. Eng., vol. 34, no. 1, pp. 32-42, 1995.
23. J. A. Moon, P. R. Battle, and J. Reintjes, "Achievable spatial resolution of time-resolved transillumination imaging systems which utilize multiply scattered light," Phys. Rev. E, vol. 53, p. 1142, 1996.
24. O. Jarlman, R. Berg, S. Andersson-Engels, S. Svanberg, and H. Pettersson, "Time-resolved white light transillumination for optical imaging," Acta Radiologica, vol. 38, pp. 185-189, 1997.
25. S. Fantini, M. A. Franceschini, G. Gaida, E. Gratton, H. Jess, W. W. Mantulin, K. T. Moesta, P. M. Schlag, and M. Kaschke, "Frequency-domain optical mammography: Edge effect corrections," Med. Phys., vol. 23, pp. 149-157, 1996.
26. M. A. O'Leary, D. A. Boas, B. Chance, and A. G. Yodh, "Simultaneous scattering and absorption images of heterogeneous media using diffusive waves within the Rytov approximation," SPIE, vol. 2389, pp. 320-327, 1995.
27. B. W. Pogue, M. S. Patterson, and T. J. Farrell, "Forward and inverse calculations for 3-D frequency-domain diffuse optical tomography," SPIE, vol. 2389, pp. 328-339, 1995.
28. 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, pp. 1982-1989, 1998.
29. C. L. Matson, N. Clark, L. McMackin, and J. S. Fender, "Three-dimensional tumor localization in thick tissue with the use of diffuse photon-density waves," Appl. Opt., vol. 36, pp. 214-220, 1997.
30. J. W. Goodman, Introduction to Fourier Optics. San Diego, CA: McGraw Hill, 1968.
31. C. L. Matson and H. Liu, "Backpropagation in turbid media," J. Opt. Soc. Amer., vol. A16, pp. 1254-1265, 1999.
32. A. C. Kak and M. Slancy, Principles of Computerized Tomographic Imaging. New York: IEEE, 1988, pp. 22-25.
33. M. Firbank, M. Hiraoka, and D. T. Delpy, "Development of a stable and reproducible tissue equivalent phantom for use in infrared spectroscopy and imaging," SPIE, vol. 1888, pp. 264-274, 1993.
34. J. B. Fishkin and E. Gratton, "Propagation of photon-density waves in strongly scattering media containing an absorbing semi-infinite plane bounded by a straight edge," J. Opt. Soc. Amer., vol. A10, pp. 127-140 1993.
35. C. L. Matson and H. Liu, "Analysis of the forward problem with diffuse photon density waves in turbid media using a diffraction tomographic model," J. Opt. Soc. Amer., vol. A16, pp. 455-466, 1999.
36. S. R. Arridge and W. R. B. Lionheart, "Nonuniqueness in diffusion-based optical tomography," Opt. Lett., vol. 23, pp. 882-884, 1998.
37. J. C. Ye, R. P. Millane, K. J. Webb, and T. J. Downar, "Importance of the ∇D term in frequency-resolved optical diffusion imaging," Opt. Lett., vol. 23, pp. 1423-1425, 1998.
38. H. Liu and C. L. Matson, "3-D localization and characterization of breast tumors using diffraction tomography," presented at the SPIE Biomedical Optics'99, San Jose, CA, Jan. 23-29, 1999.