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JAMA Ophthalmology @jamaophthalmology.bsky.social · 04/06/2026

A smartphone-based #AI application enabled population-level self-screening for ocular surface malignancies, achieving specialist-level diagnostic accuracy and identifying rare tumors without enucleation. ja.ma/4x9lEpm

Four plots. A: Prediction distributions for benign/malignant lesions, depicted with example images and dot plots for conditions like SCC, MM. B: Confusion matrix for multiclass classification, showing 213 true benign, 29 true malignant, 26 false benign, 6 false malignant. C: ROC curve for binary classification. D: ROC curves for 5-class classification, with AUCs (e.g., Microaverage AUC=0.874) listed.