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Researcher Profile

Michael H. Goldbaum

🏛 From the Hamilton Glaucoma Center and the

4

Publications

400

Citations

10

Co-Authors

3

Active Years

Publications

Open Access Journal Article Scientific Reports Nov 12, 2018

Performance of Deep Learning Architectures and Transfer Learning for Detecting Glaucomatous Optic Neuropathy in Fundus Photographs

Mark Christopher · Akram Belghith · Christopher Bowd · James A. Proudfoot +5 more

10.1038/s41598-018-35044-9 264 citations

Journal Article Investigative Opthalmology & Visual Science Oct 01, 2005

Using Unsupervised Learning with Independent Component Analysis to Identify Patterns of Glaucomatous Visual Field Defects

Michael H. Goldbaum · Pamela A. Sample · Zuohua Zhang · Kwokleung Chan +9 more

10.1167/iovs.04-1167 40 citations

Journal Article Investigative Opthalmology & Visual Science Sep 01, 2004

Heidelberg Retina Tomograph Measurements of the Optic Disc and Parapapillary Retina for Detecting Glaucoma Analyzed by Machine Learning Classifiers

Linda M. Zangwill · Kwokleung Chan · Christopher Bowd · Jicuang Hao +4 more

10.1167/iovs.04-0202 65 citations

Journal Article Investigative Opthalmology & Visual Science Aug 01, 2004

Using Unsupervised Learning with Variational Bayesian Mixture of Factor Analysis to Identify Patterns of Glaucomatous Visual Field Defects

Pamela A. Sample · Kwokleung Chan · Catherine Boden · Te-Won Lee +7 more

10.1167/iovs.03-0343 31 citations

Publication Timeline

2018

1

2005

1

2004

2

Frequent Co-Authors

Robert N. Weinreb

Christopher Bowd

Pamela A. Sample

Linda M. Zangwill

Terrence Sejnowski

Catherine Boden