Article
Unsupervised Clustering for POAG Phenotyping.
Investigative ophthalmology & visual science - 1 Jul 2026
Puspa Prizka A, Parmar Uday Pratap Singh, Sekimitsu Sayuri, Moradi Mousa, Rossin Elizabeth J, Friedman David, Elze Tobias, Zebardast Nazlee
Abstract excerpt
Purpose: To identify and characterize clinically meaningful phenotypic subtypes of POAG using unsupervised clustering of multimodal clinical data. Methods: This retrospective cohort study included 4274 eyes from 4274 patients aged ≥40 years with POAG. Twenty-one clinical features encompassing visual field indices and progression slopes, retinal nerve fiber layer (RNFL) thickness, optic nerve head parameters, and...
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