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Glaucoma September 2012

Progression of Patterns (POP): A Machine Classifier Algorithm to Identify Glaucoma Progression in Visual Fields

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Michael H. Goldbaum; Intae Lee; Giljin Jang; Madhusudhanan Balasubramanian; Pamela A. Sample; Robert N. Weinreb; Jeffrey M. Liebmann; Christopher A. Girkin; Douglas R. Anderson; Linda M. Zangwill; Marie-Josee Fredette; Tzyy-Ping Jung; Felipe A. Medeiros; Christopher Bowd
TAGS: eye, glaucoma, visual fields
Invest. Ophthalmol. Vis. Sci.. 2012; 53(10):6557-6567. doi: https://doi.org/10.1167/iovs.11-8363

Glaucoma April 2012

Predicting Glaucomatous Progression in Glaucoma Suspect Eyes Using Relevance Vector Machine Classifiers for Combined Structural and Functional Measurements

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Christopher Bowd; Intae Lee; Michael H. Goldbaum; Madhusudhanan Balasubramanian; Felipe A. Medeiros; Linda M. Zangwill; Christopher A. Girkin; Jeffrey M. Liebmann; Robert N. Weinreb
TAGS: disease vectors, eye, functional measures, glaucoma, spatial vectors
Invest. Ophthalmol. Vis. Sci.. 2012; 53(4):2382-2389. doi: https://doi.org/10.1167/iovs.11-7951

ARVO Annual Meeting Abstract March 2012

Variational Bayesian independent component analysis-mixture model (VIM) to identify patterns of glaucomatous defect in Frequency Doubling Technology (FDT) perimetry data

Christopher Bowd; Madhusudhanan Balasubramanian; Michael H. Goldbaum; Intae Lee; Felipe A. Medeiros; Linda M. Zangwill; Christopher A. Girkin; Jeffrey M. Liebmann; Pamela A. Sample; Robert N. Weinreb

Invest. Ophthalmol. Vis. Sci.. 2012; 53(14):171. doi:

ARVO Annual Meeting Abstract March 2012

Progression of Patterns Using Non-negative Matrix Factorization and Iso-severity Clustering of Glaucoma Patterns Improves Detection of Glaucoma Progression

Michael H. Goldbaum; Christopher Bowd; Intae Lee; Madhusudhanan Balasubramanian; Felipe A. Medeiros; Linda M. Zangwill; Christopher A. Girkin; Jeffrey M. Liebmann; Pamela A. Sample; Robert N. Weinreb

Invest. Ophthalmol. Vis. Sci.. 2012; 53(14):2263. doi:

ARVO Annual Meeting Abstract April 2011

Predicting Glaucomatous Progression from Baseline HRT and SAP Measurements Using Relevance Vector Machine (RVM) Classifiers

Christopher Bowd; Intae Lee; Felipe A. Medeiros; Madhusudhanan Balasubramanian; Linda M. Zangwill; Christopher A. Girkin; Jeffrey M. Liebmann; Robert N. Weinreb; Pamela A. Sample; Michael H. Goldbaum

Invest. Ophthalmol. Vis. Sci.. 2011; 52(14):4136. doi:

ARVO Annual Meeting Abstract April 2011

Progression of Patterns (POP) Using Independent Component Analysis Identifies Glaucoma Progression

Michael H. Goldbaum; Intae Lee; GilJin Jang, V; Christopher Bowd; Madhu Balasubramanian; Robert N. Weinreb; Linda M. Zangwill; Jeffrey M. Liebmann; Christopher A. Girkin; Pamela A. Sample

Invest. Ophthalmol. Vis. Sci.. 2011; 52(14):4151. doi:

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