GPT-4 shows moderate skill at binary diabetic retinopathy referral from textual fundus descriptions but near-zero skill at glaucoma referral, and metadata does not affect its predictions.
IDF Diabetes Atlas: Global, regional and country-level diabetes prevalence estimates for 2021 and projections for 2045
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Evaluating Large Language Models for Multimodal Simulated Ophthalmic Decision-Making in Diabetic Retinopathy and Glaucoma Screening
GPT-4 shows moderate skill at binary diabetic retinopathy referral from textual fundus descriptions but near-zero skill at glaucoma referral, and metadata does not affect its predictions.