Registering Retinal Images Using Automatically Selected Control Point Pairs. - William E. Hart; Michael H. Goldbaum (ICIP (3), 1994)

Automated diagnosis and image understanding with object extraction, object classification, and inferencing in retinal images. - Michael H. Goldbaum; Saied Moezzi; Adam L. Taylor; Shankar Chatterjee; Jeffrey E. Boyd; Edward Hunter; Ramesh C. Jain (ICIP (3), 1996)

Content-based retrieval of ophthalmological images. - Amarnath Gupta; Saied Moezzi; Adam L. Taylor; Shankar Chatterjee; Ramesh C. Jain; Michael H. Goldbaum; S. Burgess (ICIP (3), 1996)

Automated measurement of retinal vascular tortuosity. - William E. Hart; Michael H. Goldbaum; Brad Côté; Paul Kube; Mark R. Nelson 001 (AMIA, 1997)

Locating blood vessels in retinal images by piece-wise threshold probing of a matched filter response. - Adam W. Hoover; Valentina Kouznetsova; Michael H. Goldbaum (AMIA, 1998)

Fuzzy Convergence. - Adam W. Hoover; Michael H. Goldbaum (CVPR, 1998)

Image Database Assisted Classification. - Simone Santini; Marcel Worring; Edd Hunter; Valentina Kouznetsova; Michael H. Goldbaum; Adam W. Hoover (VISUAL, 1999)

Measurement and classification of retinal vascular tortuosity. - William E. Hart; Michael H. Goldbaum; Brad Côté; Paul Kube; Mark R. Nelson 001 (Int. J. Medical Informatics, 1999)

Comparison of machine learning and traditional classifiers in glaucoma diagnosis. - Kwokleung Chan; Te-Won Lee; Pamela A. Sample; Michael H. Goldbaum; Robert N. Weinreb; Terrence J. Sejnowski (IEEE Trans. Biomed. Eng., 2002)

Locating the Optical Nerve in a Retinal Image Using the Fuzzy Convergence of the Blood Vessels. - Adam W. Hoover; Michael H. Goldbaum (IEEE Trans. Medical Imaging, 2003)

A Bayesian network based sequential inference for diagnosis of diseases from retinal images. - Suman K. Mitra; Te-Won Lee; Michael H. Goldbaum (Pattern Recognit. Lett., 2005)

Recognizing patterns of visual field loss using unsupervised machine learning. - Siamak Yousefi; Michael H. Goldbaum; Linda M. Zangwill; Felipe A. Medeiros; Christopher Bowd (Image Processing, 2014)

Glaucoma Progression Detection Using Structural Retinal Nerve Fiber Layer Measurements and Functional Visual Field Points. - Siamak Yousefi; Michael H. Goldbaum; Madhusudhanan Balasubramanian; Tzyy-Ping Jung; Robert N. Weinreb; Felipe A. Medeiros; Linda M. Zangwill; Jeffrey M. Liebmann; Christopher A. Girkin; Christopher Bowd (IEEE Trans. Biomed. Eng., 2014)

Learning From Data: Recognizing Glaucomatous Defect Patterns and Detecting Progression From Visual Field Measurements. - Siamak Yousefi; Michael H. Goldbaum; Madhusudhanan Balasubramanian; Felipe A. Medeiros; Linda M. Zangwill; Jeffrey M. Liebmann; Christopher A. Girkin; Robert N. Weinreb; Christopher Bowd (IEEE Trans. Biomed. Eng., 2014)

Vessel Delineation in Retinal Images using Leung-Malik filters and Two Levels Hierarchical Learning. - Ehsan Shahrian Varnousfaderani; Siamak Yousefi; Christopher Bowd; Akram Belghith; Michael H. Goldbaum (AMIA, 2015)

Detecting glaucomatous change in visual fields: Analysis with an optimization framework. - Siamak Yousefi; Michael H. Goldbaum; Ehsan Shahrian Varnousfaderani; Akram Belghith; Tzyy-Ping Jung; Felipe A. Medeiros; Linda M. Zangwill; Robert N. Weinreb; Jeffrey M. Liebmann; Christopher A. Girkin; Christopher Bowd (J. Biomed. Informatics, 2015)

Luminosity and contrast normalization in color retinal images based on standard reference image. - Ehsan Shahrian Varnousfaderani; Siamak Yousefi; Akram Belghith; Michael H. Goldbaum (Image Processing, 2016)

Automatic Identification of Retinal Arteries and Veins in Fundus Images using Local Binary Patterns. - Nima Hatami; Michael H. Goldbaum (CoRR, 2016)

Patterns of retinal nerve fiber layer loss in patients with glaucoma identified by deep archetypal analysis. - Sidharth Mahotra; Mengyu Wang 001; Tobias Elze; Michael V. Boland; Louis R. Pasquale; Juleke Majoor; Koen A. Vermeer; Chris Johnson; Kouros Nouri-Mahdavi; Hans G. Lemij; Michael H. Goldbaum; Siamak Yousefi (IEEE BigData, 2020)

Glaucoma Precognition: Recognizing Preclinical Visual Functional Signs of Glaucoma. - Krati Gupta; Anshul Thakur; Michael H. Goldbaum; Siamak Yousefi (CVPR Workshops, 2020)

Glaucoma Precognition Based on Confocal Scanning Laser Ophthalmoscopy Images of the Optic Disc Using Convolutional Neural Network. - Krati Gupta; Michael H. Goldbaum; Siamak Yousefi (CVPR Workshops, 2021)