Benchmarking Ophthalmology Foundation Models for Clinically Significant Age Macular Degeneration Detection

Benjamin A. Cohen, Jonathan Fhima, Meishar Meisel, Baskin Meital, Luis Filipe Nakayama, Eran Berkowitz, Joachim A. Behar·May 08, 2025

Summary

A benchmark evaluates foundation models for clinically significant Age Macular Degeneration detection. The best model, AMDNet, is available on Lirot.ai. A new open-access dataset, BRAMD, with expert-annotated labels for AMD, is introduced and released.

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