Convex Representations Using Deep Archetypal Analysis for Predicting Glaucoma

Convex Representations Using Deep Archetypal Analysis for Predicting Glaucoma

Goal: The purpose of this study was to identify clinically relevant patterns of glaucomatous vision loss through convex representation to predict glaucoma several years prior to disease onset. Methods: We developed a deep archetypal analysis to identify patterns of glaucomatous vision loss, and then...

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Bibliographic Details
Main Authors: Anshul Thakur, Michael Goldbaum, Siamak Yousefi
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Journal of Translational Engineering in Health and Medicine
Subjects:
Glaucoma prediction
archetypal analysis
deep archetypal analysis
artificial intelligence
machine learning
Online Access:https://ieeexplore.ieee.org/document/9102996/

Internet

https://ieeexplore.ieee.org/document/9102996/

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