Michael H. Goldbaum

Publication Activity (10 Years)

Years Active: 1994-2021
Publications (10 Years): 5

Top Topics

Diabetic Retinopathy

Vessel Segmentation

Top Venues

IEEE Trans. Biomed. Eng.

Medical Imaging: Image Processing

Publications

Krati Gupta, Michael H. Goldbaum, Siamak Yousefi
Glaucoma Precognition Based on Confocal Scanning Laser Ophthalmoscopy Images of the Optic Disc Using Convolutional Neural Network. CVPR Workshops (2021)
Krati Gupta, Anshul Thakur, Michael H. Goldbaum, Siamak Yousefi
Glaucoma Precognition: Recognizing Preclinical Visual Functional Signs of Glaucoma. CVPR Workshops (2020)
Sidharth Mahotra, Mengyu Wang, 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
Patterns of retinal nerve fiber layer loss in patients with glaucoma identified by deep archetypal analysis. IEEE BigData (2020)
Ehsan Shahrian Varnousfaderani, Siamak Yousefi, Akram Belghith, Michael H. Goldbaum
Luminosity and contrast normalization in color retinal images based on standard reference image. Medical Imaging: Image Processing (2016)
Nima Hatami, Michael H. Goldbaum
Automatic Identification of Retinal Arteries and Veins in Fundus Images using Local Binary Patterns. CoRR (2016)
Ehsan Shahrian Varnousfaderani, Siamak Yousefi, Christopher Bowd, Akram Belghith, Michael H. Goldbaum
Vessel Delineation in Retinal Images using Leung-Malik filters and Two Levels Hierarchical Learning. AMIA (2015)
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
Detecting glaucomatous change in visual fields: Analysis with an optimization framework. J. Biomed. Informatics 58 (2015)
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
Glaucoma Progression Detection Using Structural Retinal Nerve Fiber Layer Measurements and Functional Visual Field Points. IEEE Trans. Biomed. Eng. 61 (4) (2014)
Siamak Yousefi, Michael H. Goldbaum, Madhusudhanan Balasubramanian, Felipe A. Medeiros, Linda M. Zangwill, Jeffrey M. Liebmann, Christopher A. Girkin, Robert N. Weinreb, Christopher Bowd
Learning From Data: Recognizing Glaucomatous Defect Patterns and Detecting Progression From Visual Field Measurements. IEEE Trans. Biomed. Eng. 61 (7) (2014)
Siamak Yousefi, Michael H. Goldbaum, Linda M. Zangwill, Felipe A. Medeiros, Christopher Bowd
Recognizing patterns of visual field loss using unsupervised machine learning. Medical Imaging: Image Processing (2014)
Suman K. Mitra, Te-Won Lee, Michael H. Goldbaum
A Bayesian network based sequential inference for diagnosis of diseases from retinal images. Pattern Recognit. Lett. 26 (4) (2005)
Adam W. Hoover, Michael H. Goldbaum
Locating the Optical Nerve in a Retinal Image Using the Fuzzy Convergence of the Blood Vessels. IEEE Trans. Medical Imaging 22 (8) (2003)
Kwokleung Chan, Te-Won Lee, Pamela A. Sample, Michael H. Goldbaum, Robert N. Weinreb, Terrence J. Sejnowski
Comparison of machine learning and traditional classifiers in glaucoma diagnosis. IEEE Trans. Biomed. Eng. 49 (9) (2002)
Adam W. Hoover, Valentina Kouznetsova, Michael H. Goldbaum
Locating Blood Vessels in Retinal Images by Piece-wise Threshold Probing of a Matched Filter Response. IEEE Trans. Medical Imaging 19 (3) (2000)
William E. Hart, Michael H. Goldbaum, Brad Côté, Paul Kube, Mark R. Nelson
Measurement and classification of retinal vascular tortuosity. Int. J. Medical Informatics 53 (2-3) (1999)
Simone Santini, Marcel Worring, Edd Hunter, Valentina Kouznetsova, Michael H. Goldbaum, Adam W. Hoover
Image Database Assisted Classification. VISUAL (1999)
Adam W. Hoover, Valentina Kouznetsova, Michael H. Goldbaum
Locating blood vessels in retinal images by piece-wise threshold probing of a matched filter response. AMIA (1998)
Adam W. Hoover, Michael H. Goldbaum
Fuzzy Convergence. CVPR (1998)
William E. Hart, Michael H. Goldbaum, Brad Côté, Paul Kube, Mark R. Nelson
Automated measurement of retinal vascular tortuosity. AMIA (1997)
Amarnath Gupta, Saied Moezzi, Adam L. Taylor, Shankar Chatterjee, Ramesh C. Jain, Michael H. Goldbaum, S. Burgess
Content-based retrieval of ophthalmological images. ICIP (3) (1996)
Michael H. Goldbaum, Saied Moezzi, Adam L. Taylor, Shankar Chatterjee, Jeffrey E. Boyd, Edward Hunter, Ramesh C. Jain
Automated diagnosis and image understanding with object extraction, object classification, and inferencing in retinal images. ICIP (3) (1996)
William E. Hart, Michael H. Goldbaum
Registering Retinal Images Using Automatically Selected Control Point Pairs. ICIP (3) (1994)