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BEnchmarking Large Language Models for Ophthalmology (BELO): An Expert-Curated Data Set and Evaluation Framework for Knowledge and Reasoning.

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第一作者: Sahana,Srinivasan
第一单位: Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.;Centre for Innovation and Precision Eye Health, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.
作者单位: Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.;Centre for Innovation and Precision Eye Health, Yong Loo Lin School of Medicine, National University of Singapore, Singapore. [1] Department of Biomedical Informatics and Data Science, Yale School of Medicine, Yale University, New Haven. [2] Singapore Eye Research Institute, Singapore National Eye Centre, Singapore. [3] Department of Ophthalmology, Massachusetts Eye and Ear, Harvard Medical School, Boston, Massachusetts. [4] Centre for Innovation and Precision Eye Health, Yong Loo Lin School of Medicine, National University of Singapore, Singapore. [5] School of Chemistry, Chemical Engineering and Biotechnology, Nanyang Technological University, Singapore. [6] Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.;Centre for Innovation and Precision Eye Health, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.;Singapore Eye Research Institute, Singapore National Eye Centre, Singapore. [7] Engineering Product Development Pillar, Singapore University of Technology and Design, Singapore. [8] Department of Ophthalmology and Visual Science, Yale School of Medicine, Yale University, New Haven. [9] Department of Ophthalmology, Tan Tock Seng Hospital, Singapore. [10] Department of Ophthalmology, National University Hospital, Singapore. [11] NIHR Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust, London, UK.;Institute of Ophthalmology, University College London, London, United Kingdom. [12] Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.;Centre for Innovation and Precision Eye Health, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.;Department of Ophthalmology, National University Hospital, Singapore. [13] Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio.;The CHUM School of Artificial Intelligence in Healthcare, Montreal, Quebec, Canada. [14] Department of Ophthalmology and Visual Science, Yale School of Medicine, Yale University, New Haven.;Department of Ophthalmology, Mayo Clinic, Jacksonville, Florida. [15] Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.;Centre for Innovation and Precision Eye Health, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.;Singapore Eye Research Institute, Singapore National Eye Centre, Singapore.;Ophthalmology and Visual Science Academic Clinical Program (Eye ACP), Duke-NUS Medical School, Singapore. [16]
DOI 10.1016/j.xops.2025.101050
PMID 41696659
发布时间 2026-02-19
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Ophthalmology science

Ophthalmology science

2026年6卷3期

101050页

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