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Author

Michael Balas

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Aug 2026

Diagnostic Accuracy of Multimodal Large Language Models in Retinal Fundus Photography.

ChatGPT demonstrated the strongest accuracy, justification-accuracy association, and confidence-accuracy correlation compared with Claude, Gemini, and Grok and showed a positive correlation between confidence and accuracy.

Lia Huo, Astha Chandra, Michael Balas et al. · 0 citations
#small language model Review Sep 2026

The Role of Artificial Intelligence in Teaching Ophthalmology Skills: A Systematic Review.

AI-enabled interventions show promise as adjuncts to ophthalmology training, particularly for diagnostic learning and objective feedback, but evidence remains limited by small samples and heterogeneity, requiring larger, standardized studies to define AI's role.

Abu Bakar Butt, Rachel Leong, Michael Balas et al. · 0 citations

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