Identification of spectral phenotypes in age-related macular degeneration patients

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

Volumn 6426, Issue , 2007, Pages

  Davis, Bert ^a   Russell, Steven ^b   Abramoff, Michael ^b   Nemeth, Sheila C ^c   Barriga, E Simon ^d   Soliz, Peter ^a  

^a VisionQuest Biomedical   (United States)

^b UNIVERSITY OF IOWA   (United States)

^c Eye of the Wolf LLC

^d Orion International Technologies   (United States)

Author keywords

Age related macular degeneration; Drusen; Hyperspectral imaging; Partial least squares; Phenotype; Stargardt's

Indexed keywords

DISEASES; FEATURE EXTRACTION; IMAGE RECONSTRUCTION; IMAGING SYSTEMS; MEDICAL IMAGING; TISSUE;

AGE RELATED MACULAR DEGENERATION; DRUSEN; HYPERSPECTRAL IMAGING; PARTIAL LEAST SQUARES; PHENOTYPES;

SPECTRUM ANALYSIS;

EID: 34548217763     PISSN: 16057422     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.701391     Document Type: Conference Paper

References (27)

1. Zamora, G., Truitt, P.W., Nemeth, S.C., Russell, S.R., Durukan, A., and Soliz, P. A Hyperspectral Retinal Imaging System: A Spectral-Spatial Comparison Of Clinically Significant Macular Edema (CSME) in The Association for Research in Vision and Ophthalmology (ARVO), Poster #457/B430, Ft. Lauderdale, FL, 2004
2. JM Beach, Harihar Narasimha-Iyer, Bahram Khoobehi, Hiroyuki Kawano and Badrinath Roysam, "Dual-Wavelength Retinal Oximetry using Automated Vessel Tracking and Reconstruction of the Vascular Tree," Annual Meeting of the Association for Research in Vision and Ophthalmology, April 2005.
3. Harihar Narasimha-Iyer, JM Beach, Bahram Khoobehi, Hiroyuki Kawano and Badrinath Roysam, "Algorithms for Automated Oximetry over the Retinal Vascular Tree from Dual-Wavelength Fundus Images," Journal of Biomedical Optics, Vol. 10, No. 5, September/October 2005.
4. James M Beach, Mark A. Lanoue, Kori Brabham, Bahram Khoobehi Portable hperspectral imager for assessment of skin disorders: preliminary measurements, SPIE Vol 5686, April 2005.
5. Zamora, G., Truitt, P., Raman, B., Barriga, S. and Soliz, P., Hyperspectral Image Analysis for Ophthalmic Applications in SPIE Photonics West, BIOS. 2004. San Jose, CA.
6. E.S. Barriga, G.Zamora, S.Russell, P.Soliz, Detection of Spectral Variations Using Independent Component Analysis of Hyperspectral Images in Patients With Age - Related Macular Degeneration in The Association for Research in Vision and Ophthalmology (ARVO), 2005, Ft. Lauderdale, FL.
7. Truitt, P.W., Soliz, P., Farnath, D. & Nemeth, S. (1998). Utility of color information for segmentation of digital retinal images: Neural network-based approach. SPIE Medical Imaging Symposium. San Diego, CA.
8. Truitt, P. W., Soliz, P., Farnath, D. & Nemeth, S. (1998). Utility of color information for segmentation of digital retinal images: Neural network-based approach. SPIE Medical Imaging Symposium. San Diego, CA.
9. Cohen, A. J. & Laing, R. A. (1986). Multiple scattering analysis of rental blood oximetry. IEEE Trans. Biomed. Eng. BE-23, 391.
10. Hammer. M., Schweitzer, D.S., Leistritz, L., Scibor, M., Donnerhacke, K., & Strobel, J. (1997). Imaging spectroscopy of the human ocular fundus in vivo. J. of Biomed.Optics, 2, 418-425.
11. Delori, F. C. (1988). Noninvasive technique for oximetry of blood in retinal vessels. Applied Optics, 27, 1113-1125.
12. Delori, F. C., Gradoudas, E. S., Francisco, R. & Pruett, R. C. (1977). Monochromatic Ophthalmoscopy and fundus photography. Arch Ophthalmol, 95, 861-868.
13. Delori, F. C., & Pflibsen, K. P. (1989). Spectral reflectance of the human ocular fundus. Applied Optics, 28, 1061-1077.
14. Van Norren, D. & Van De Kraats, J. (1989). Imaging retinal densitometry with a confocal scanning laser opthalmoscope. Vision res. 29, 1825-1830.
15. Cohen, A. J. & Laing, R. A. (1986). Multiple scattering analysis of rental blood oximetry. IEEE Trans. Biomed. Eng. BE-23, 391.
16. Delori, F.C. (1989). Reflectometry measurements of optic disc blood volume. In Lambrou, G.N. and Greve, E. L. (Eds), Ocular Blood Flow in Glaucoma (pp. 155-163) Amsterdam, Berkeley, Milano: Kugler & Ghedini Publications.
17. Van Norren, D. & Van De Kraats, J. (1989). Imaging retinal densitometry with a confocal scanning laser opthalmoscope. Vision res. 29, 1825-1830.
18. Otten, L. J., Meigs, A. M., Sellar, R.G., & Rafert, J.B. (1996). Measured performance of an airborne Fourier transform hyperspectral imager. Imaging Spectrometry II, SPIE Proceedings 2819, Denver, CO, 7-8 August, 1996.
19. Descour, M., Mooney, J., Perry, D., & Illing (1995) (Eds), Imaging Spectrometery. Proc. SPIE 2480.
20. Hecht, E. & Zajac, A. (1979). Optics, Addison-Wesley Publishing Co.
21. Sweedler, J. & Denton, M. (1989). Spatially encoded Fourier transform spectroscopy in the ultraviolet to near-infrared. Applied Spectroscopy 34, 1378-1384.
22. Rafert, J., Sellar, R., & Blatt, J. (1995). Monolithic Fourier-transform imaging spectrometer. Applied Optics 34, 7228-7230.
23. Meigs, A. M., Otten, L. J., Butler, E., Jones, B., Portigal, F., Sellar, R., & O'Hair, J. (1996). Kestrel's new FTVHSI instrument for hyperspectral remote sensing from light aircraft. Environmental Applications of Hyperspectral Remote Sensing, SPIE Vol 2960. September 1996.
24. M A Abrera-Abeleda, C Nishimura, JLH Smith, S Sethi, J L McRae, B F Murphy, G Silvestøi, C Skerka, M Józsi, P F Zipfel, G S Hageman and RJH Smith, "Variations in the complement regulatory genes factor H (CFH) and factor H related 5 (CFHR5) are associated with membranoproliferative glomerulonephritis type II (dense deposit disease)," Journal of Medical Genetics 2006;43:582-589, 18 November 2005.
25. de Jong, S. (1993), "SIMPLS: An alternative approach to partial least squares regression," Chemometrics and Intelligent Laboratory Systems, 18, 251-263.
26. Dijkstra, T. (1983), "Some Comments on Maximum Likelihood and Partial Least Squares Methods," Journal of Econometrics, 22, 67 -90.
27. Geladi, P, and Kowalski, B. (1986), "Partial Least-Squares Regression: A Tutorial," Analytica Chimica Acta, 185, 1 -17.