Institution

Softmax

Website

http://www.snl.salk.edu/~kwchan/

Latest Publications

• Goldbaum, M. Sample, P. A. Zhang, Z. Chan, K. Hao, J, Lee T.-W. Boden, C. Bourne, R. Zangwill, L. A. Sejnowski, T. J. Spinak, D. Weinreb, R. N. Using unsupervised learning with independent component analysis to identify patterns of glaucomatous visual field defects, Investigative Ophthalmology and Visual Science, 46(10):3676-83, 2005 PMCID:PMC1866286 (PDF)
• Bowd, C. Zangwill, L. M. Medeiros, F. A. Hao, J. Chan, K. Lee, T.W. Sejnowski, T. J. Goldbaum, M. H. Sample, P. A. Crowston, J. G. Weinberg, R. J. Confocal Scanning Laser Ophthalmoscopy Classifiers and Stereophotograph Evaluation for Prediction of Visual Field Abnormalities in Glaucoma-Suspect Eyes, Investigative Ophthalmology & Visual Science, 45(7) 2255-2262, 2004 (PDF)
• Sample, P. A. Zhang, Z. Pascual, J. Chan, K. Boden, C. Hao, J. Lee, T.–W. Weinreb, R. N. Sejnowski, T. J. Goldbaum, M Unsupervised Machine Learning with Independent Component Analysis Identifies Areas of Progression in Glaucomatous Visual Fields, Investigative Ophthalmology and Visual Science, 45: 3471, 2004 (PDF)
• Bowd, C. Medeiros, F. A. Zangwill, L. M. Zhang, Z. Hao, J. Chan, K. Lee, T.–W. Goldbaum, M. H. Sejnowski, T. J. Weinreb, R. N. Support Vector Machine Analysis of VCC Scanning Laser Polarimetry RNFL Thickness Measurements, Invest. Ophthalmol. Vis. Sci., 45: 3405, 2004 (PDF)
• Zangwill, L. M. Chan, K. Bowd, C. Hao, J. Lee, T.-W. Weinberg, R. J. Sejnowski, T. J. Goldbaum, M. H. Heidelberg Retina Tomograph Measurements of the Optic Disc and Parapapillary Retina for Detecting Glaucoma Analyzed by Machine Learning Classifiers, Investigative Ophthalmology & Visual Science, 45(9) 3144-3151, 2004 (PDF)
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