Michael H. Goldbaum

22 papers A* 1B 2Misc 3Journal 9Unranked 7
YearRankTypeTitle / Venue / Authors
2021 — conf
Glaucoma Precognition Based on Confocal Scanning Laser Ophthalmoscopy Images of the Optic Disc Using Convolutional Neural Network.
CVPR Workshops
Krati Gupta, Michael H. Goldbaum, Siamak Yousefi
2020 — conf
Glaucoma Precognition: Recognizing Preclinical Visual Functional Signs of Glaucoma.
CVPR Workshops
Krati Gupta, Anshul Thakur, Michael H. Goldbaum, Siamak Yousefi
2020 — conf
Patterns of retinal nerve fiber layer loss in patients with glaucoma identified by deep archetypal analysis.
IEEE BigData
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
2016 J jnl
Automatic Identification of Retinal Arteries and Veins in Fundus Images using Local Binary Patterns.
CoRR
Nima Hatami, Michael H. Goldbaum
2016 B conf
Luminosity and contrast normalization in color retinal images based on standard reference image.
Image Processing
Ehsan Shahrian Varnousfaderani, Siamak Yousefi, Akram Belghith, Michael H. Goldbaum
2015 J jnl
Detecting glaucomatous change in visual fields: Analysis with an optimization framework.
J. Biomed. Informatics
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
2015 Misc conf
Vessel Delineation in Retinal Images using Leung-Malik filters and Two Levels Hierarchical Learning.
AMIA
Ehsan Shahrian Varnousfaderani, Siamak Yousefi, Christopher Bowd, Akram Belghith, Michael H. Goldbaum
2014 J jnl
Glaucoma Progression Detection Using Structural Retinal Nerve Fiber Layer Measurements and Functional Visual Field Points.
IEEE Trans. Biomed. Eng.
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
2014 J jnl
Learning From Data: Recognizing Glaucomatous Defect Patterns and Detecting Progression From Visual Field Measurements.
IEEE Trans. Biomed. Eng.
Siamak Yousefi, Michael H. Goldbaum, Madhusudhanan Balasubramanian, Felipe A. Medeiros, Linda M. Zangwill, Jeffrey M. Liebmann, Christopher A. Girkin, Robert N. Weinreb, Christopher Bowd
2014 B conf
Recognizing patterns of visual field loss using unsupervised machine learning.
Image Processing
Siamak Yousefi, Michael H. Goldbaum, Linda M. Zangwill, Felipe A. Medeiros, Christopher Bowd
2005 J jnl
A Bayesian network based sequential inference for diagnosis of diseases from retinal images.
Pattern Recognit. Lett.
Suman K. Mitra, Te-Won Lee, Michael H. Goldbaum
2003 J jnl
Locating the Optical Nerve in a Retinal Image Using the Fuzzy Convergence of the Blood Vessels.
IEEE Trans. Medical Imaging
Adam W. Hoover, Michael H. Goldbaum
2002 J jnl
Comparison of machine learning and traditional classifiers in glaucoma diagnosis.
IEEE Trans. Biomed. Eng.
Kwokleung Chan, Te-Won Lee, Pamela A. Sample, Michael H. Goldbaum, Robert N. Weinreb, Terrence J. Sejnowski
2000 J jnl
Locating Blood Vessels in Retinal Images by Piece-wise Threshold Probing of a Matched Filter Response.
IEEE Trans. Medical Imaging
Adam W. Hoover, Valentina Kouznetsova, Michael H. Goldbaum
1999 — conf
Image Database Assisted Classification.
VISUAL
Simone Santini, Marcel Worring, Edd Hunter, Valentina Kouznetsova, Michael H. Goldbaum, Adam W. Hoover
1999 J jnl
Measurement and classification of retinal vascular tortuosity.
Int. J. Medical Informatics
William E. Hart, Michael H. Goldbaum, Brad Côté, Paul Kube, Mark R. Nelson
1998 A* conf
Fuzzy Convergence.
CVPR
Adam W. Hoover, Michael H. Goldbaum
1998 Misc conf
Locating blood vessels in retinal images by piece-wise threshold probing of a matched filter response.
AMIA
Adam W. Hoover, Valentina Kouznetsova, Michael H. Goldbaum
1997 Misc conf
Automated measurement of retinal vascular tortuosity.
AMIA
William E. Hart, Michael H. Goldbaum, Brad Côté, Paul Kube, Mark R. Nelson
1996 — conf
Automated diagnosis and image understanding with object extraction, object classification, and inferencing in retinal images.
ICIP (3)
Michael H. Goldbaum, Saied Moezzi, Adam L. Taylor, Shankar Chatterjee, Jeffrey E. Boyd, Edward Hunter, Ramesh C. Jain
1996 — conf
Content-based retrieval of ophthalmological images.
ICIP (3)
Amarnath Gupta, Saied Moezzi, Adam L. Taylor, Shankar Chatterjee, Ramesh C. Jain, Michael H. Goldbaum, S. Burgess
1994 — conf
Registering Retinal Images Using Automatically Selected Control Point Pairs.
ICIP (3)
William E. Hart, Michael H. Goldbaum