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Validating the Generalizability of Ophthalmic Artificial Intelligence Models on Real-World Clinical Data.
Rashidisabet Homa, Sethi Abhishek, Jindarak Ponpawee, Edmonds James, Chan R V Paul, Leiderman Yannek I et al.
Transl Vis Sci TechnolNov 20238 citationsObservational Study
Deep learning models trained on public data for glaucoma diagnosis poorly generalize to real-world data, highlighting the need for real-world data in training to improve clinical applicability.