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Author Details

Michael H Goldbaum
University of California San Diego
1974
118
33
PMIDPaper TitleJournal TitlePublished Year
36739981Validation of the Prognostic Usefulness of the Gene Expression Profiling Test in Patients with Uveal Melanoma.Ophthalmology2023
37577936Retinal Ischemic Perivascular Lesions in Individuals With Atrial Fibrillation.J Am Heart Assoc2023
35411111Retinal vein occlusion is associated with stroke independent of underlying cardiovascular disease.Eye (Lond)2023
37468086The Sensitivity of Ultra-Widefield Fundus Photography Versus Scleral Depressed Examination for Detection of Retinal Horseshoe Tears.Am J Ophthalmol2023
37162393Refractive Changes After Implantation of Reversed Intraocular Lens in Cataract Surgery: A Mathematical Model.J Refract Surg2023
34629192Reply.Ophthalmology2022
35589077Retinal Ischemic Perivascular Lesions, a Biomarker of Cardiovascular Disease.Ophthalmol Retina2022
36545260Detecting Glaucoma from Fundus Photographs Using Deep Learning without Convolutions: Transformer for Improved Generalization.Ophthalmol Sci2022
36267955Clinical Outcomes Comparison of Combined Small Incision Lenticule Extraction with Collagen Cross-Linking Versus Small Incision Lenticule Extraction Only.J Ophthalmol2022
35297959Detecting Glaucoma in the Ocular Hypertension Study Using Deep Learning.JAMA Ophthalmol2022
34780803Deep Learning Image Analysis of Optical Coherence Tomography Angiography Measured Vessel Density Improves Classification of Healthy and Glaucoma Eyes.Am J Ophthalmol2022
34023049Defining Extent of Diffuse Choroidal Melanoma with Indocyanine Green Angiography.Ophthalmology2021
33901527Deep Learning Estimation of 10-2 and 24-2 Visual Field Metrics Based on Thickness Maps from Macula OCT.Ophthalmology2021
33842865Prevalence of subclinical retinal ischemia in patients with cardiovascular disease - a hypothesis driven study.EClinicalMedicine2021
34518527Loss of polycomb repressive complex 1 activity and chromosomal instability drive uveal melanoma progression.Nat Commun2021
34593944BAP1 methylation: a prognostic marker of uveal melanoma metastasis.NPJ Precis Oncol2021
34293095Individualized Glaucoma Change Detection Using Deep Learning Auto Encoder-Based Regions of Interest.Transl Vis Sci Technol2021
32222368Gradient-Boosting Classifiers Combining Vessel Density and Tissue Thickness Measurements for Classifying Early to Moderate Glaucoma.Am J Ophthalmol2020
32032254PREVALENCE OF MISMATCH REPAIR GENE MUTATIONS IN UVEAL MELANOMA.Retina2020
31718841Deep Learning Approaches Predict Glaucomatous Visual Field Damage from OCT Optic Nerve Head En Face Images and Retinal Nerve Fiber Layer Thickness Maps.Ophthalmology2020
32596065Convex Representations Using Deep Archetypal Analysis for Predicting Glaucoma.IEEE J Transl Eng Health Med2020
32818088Effects of Study Population, Labeling and Training on Glaucoma Detection Using Deep Learning Algorithms.Transl Vis Sci Technol2020
33012331Predicting Glaucoma before Onset Using Deep Learning.Ophthalmol Glaucoma2020
29024674Optic nerve head problem.Surv Ophthalmol2019
31367589GNAQ and PMS1 Mutations Associated with Uveal Melanoma, Ocular Surface Melanosis, and Nevus of Ota.Ocul Oncol Pathol2019
30742121Evaluation and accurate diagnoses of pediatric diseases using artificial intelligence.Nat Med2019
29492687Comparison of conventional color fundus photography and multicolor imaging in choroidal or retinal lesions.Graefes Arch Clin Exp Ophthalmol2018
29860461Retinal Nerve Fiber Layer Features Identified by Unsupervised Machine Learning on Optical Coherence Tomography Scans Predict Glaucoma Progression.Invest Ophthalmol Vis Sci2018
30420630Performance of Deep Learning Architectures and Transfer Learning for Detecting Glaucomatous Optic Neuropathy in Fundus Photographs.Sci Rep2018
29474911Identifying Medical Diagnoses and Treatable Diseases by Image-Based Deep Learning.Cell2018
27447981Ophthalmic manifestations of tuberous sclerosis: a review.Clin Exp Ophthalmol2017
27152250Unsupervised Gaussian Mixture-Model With Expectation Maximization for Detecting Glaucomatous Progression in Standard Automated Perimetry Visual Fields.Transl Vis Sci Technol2016
26385093Visual phenomena perceived during pars plana vitrectomy under peribulbar block and monitored anaesthesia care.Br J Ophthalmol2016
26958253Vessel Delineation in Retinal Images using Leung-Malik filters and Two Levels Hierarchical Learning.AMIA Annu Symp Proc2015
26440445Detecting glaucomatous change in visual fields: Analysis with an optimization framework.J Biomed Inform2015
24497932Glaucomatous patterns in Frequency Doubling Technology (FDT) perimetry data identified by unsupervised machine learning classifiers.PLoS One2014
25593676Recognizing patterns of visual field loss using unsupervised machine learning.Proc SPIE Int Soc Opt Eng2014
24710816Learning from data: recognizing glaucomatous defect patterns and detecting progression from visual field measurements.IEEE Trans Biomed Eng2014
24658239Glaucoma progression detection using structural retinal nerve fiber layer measurements and functional visual field points.IEEE Trans Biomed Eng2014
23348725Association of LIPC and advanced age-related macular degeneration.Eye (Lond)2013
25390517PARASITE IN A YOUNG GIRL FROM VIETNAM PRESENTING AS A GOLDEN FOVEAL LESION: Submacular Fly Larva or Nematode?Retin Cases Brief Rep2013
23745581Common variant in VEGFA and response to anti-VEGF therapy for neovascular age-related macular degeneration.Curr Mol Med2013
22427577Predicting glaucomatous progression in glaucoma suspect eyes using relevance vector machine classifiers for combined structural and functional measurements.Invest Ophthalmol Vis Sci2012
22786913Progression of patterns (POP): a machine classifier algorithm to identify glaucoma progression in visual fields.Invest Ophthalmol Vis Sci2012
20865422Pattern recognition can detect subtle field defects in eyes of HIV individuals without retinitis under HAART.Graefes Arch Clin Exp Ophthalmol2011
21402993Assessing susceptibility to age-related macular degeneration with genetic markers and environmental factors.Arch Ophthalmol2011
19528827Combining functional and structural tests improves the diagnostic accuracy of relevance vector machine classifiers.J Glaucoma2010
20531144Dynamics of the macular hole-silicone oil tamponade interface with patient positioning as imaged by spectral domain-optical coherence tomography.Retina2010
20126490Patterns of glaucomatous visual field loss in sita fields automatically identified using independent component analysis.Trans Am Ophthalmol Soc2009
18420748Comparison of 4 mg versus 20 mg intravitreal triamcinolone acetonide injections.Br J Ophthalmol2008
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Collaborators

Robert N Weinreb
Shiley Eye Institute, University of California San Diego
Co-authored papers 40
Linda M Zangwill
Shiley Eye Institute, University of California San Diego
Co-authored papers 30
William R Freeman
University of California San Diego
Co-authored papers 18
Christopher A Girkin
Heersink School of Medicine, University of Alabama-Birmingham
Co-authored papers 17
Jeffrey M Liebmann
Edward S. Harkness Eye Institute, Columbia University Medical Center
Co-authored papers 16
Mark Christopher
Shiley Eye Institute, university of california san diego
Co-authored papers 11
Terrence J Sejnowski
Co-authored papers 11
Lee M Jampol
Feinberg School of Medicine, Northwestern University
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Massimo A Fazio
Heersink School of Medicine, University of Alabama-Birmingham
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Henry Ferreyra
University of California San Diego
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Igor Kozak
Moorfields Eye Hospital Dubai.
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James A Proudfoot
Shiley Eye Institute, University of California
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Kang Zhang
College of Animal Science and Technology, Guangxi University
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Dirk-Uwe Bartsch
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Anthony N DeMaria
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Yaou Duan
and Moores Cancer Center, University of California at San Diego
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Jeffrey G Gross
University of South Carolina School of Medicine
Co-authored papers 3
Clara Lee
Co-authored papers 2
Weldon W Haw
Veterans Administration Healthcare System
Co-authored papers 2
Sally L Baxter
University of California San Diego
Co-authored papers 2
Rui Hou
Anhui Institute of Innovative Drugs, School of Pharmacy, Anhui Medical University
Co-authored papers 2
Ou Li
College of Life Science, Zhejiang Sci-Tech University
Co-authored papers 2
Huiying Liang
Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences
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Huimin Xia
Guangzhou Women and Children's Medical Center, Guangzhou Medical University
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Charlotte Zhang
Guangzhou Women and Children's Medical Center, Guangzhou Medical University
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Jie Zhu
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Release 1.2