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Michael H. Goldbaum
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- affiliation: UC San Diego, Shiley Eye Institute
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2020 – today
- 2021
- [c13]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: 2259-2267 - 2020
- [c12]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: 3775-3782 - [c11]Krati Gupta, Anshul Thakur, Michael H. Goldbaum, Siamak Yousefi:
Glaucoma Precognition: Recognizing Preclinical Visual Functional Signs of Glaucoma. CVPR Workshops 2020: 4393-4401
2010 – 2019
- 2016
- [c10]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: 97843N - [i1]Nima Hatami, Michael H. Goldbaum:
Automatic Identification of Retinal Arteries and Veins in Fundus Images using Local Binary Patterns. CoRR abs/1605.00763 (2016) - 2015
- [j8]Siamak Yousefi
, Michael H. Goldbaum, Ehsan Shahrian Varnousfaderani, Akram Belghith, Tzyy-Ping Jung
Detecting glaucomatous change in visual fields: Analysis with an optimization framework. J. Biomed. Informatics 58: 96-103 (2015) - [c9]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 - 2014
- [j7]Siamak Yousefi, Michael H. Goldbaum, Madhusudhanan Balasubramanian, Tzyy-Ping Jung
Glaucoma Progression Detection Using Structural Retinal Nerve Fiber Layer Measurements and Functional Visual Field Points. IEEE Trans. Biomed. Eng. 61(4): 1143-1154 (2014) - [j6]Siamak Yousefi, Michael H. Goldbaum, Madhusudhanan Balasubramanian, Felipe A. Medeiros, Linda M. Zangwill, Jeffrey M. Liebmann, Christopher A. Girkin
Learning From Data: Recognizing Glaucomatous Defect Patterns and Detecting Progression From Visual Field Measurements. IEEE Trans. Biomed. Eng. 61(7): 2112-2124 (2014) - [c8]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: 90342M
2000 – 2009
- 2005
- [j5]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): 459-470 (2005) - 2003
- [j4]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): 951-958 (2003) - 2002
- [j3]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): 963-974 (2002) - 2000
- [j2]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): 203-210 (2000)
1990 – 1999
- 1999
- [j1]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): 239-252 (1999) - [c7]Simone Santini, Marcel Worring, Edd Hunter, Valentina Kouznetsova, Michael H. Goldbaum, Adam W. Hoover:
Image Database Assisted Classification. VISUAL 1999: 727-734 - 1998
- [c6]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 - [c5]Adam W. Hoover, Michael H. Goldbaum:
Fuzzy Convergence. CVPR 1998: 716-721 - 1997
- [c4]William E. Hart, Michael H. Goldbaum, Brad Côté, Paul Kube, Mark R. Nelson:
Automated measurement of retinal vascular tortuosity. AMIA 1997 - 1996
- [c3]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: 695-698 - [c2]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: 703-706 - 1994
- [c1]William E. Hart, Michael H. Goldbaum:
Registering Retinal Images Using Automatically Selected Control Point Pairs. ICIP (3) 1994: 576-580
Coauthor Index
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