Author

Rizwan Hamid

Vanderbilt University Medical CenterORCID 0000-0002-2302-1344Unclaimed ORCID profile · follow to get notified of new preprints

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Rizwan Hamid1 paper · Vanderbilt University

Biology Disciplines

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Genetic & Genomic Medicine· 1

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Approach:benchmark study· 1 Research Focus:benchmarking· 1 Approach:statistical model· 1

Frequent Co-Authors

Cathy ShyriD· 1 shared Chih-Ting Yang· 1 shared Fan Ma· 1 shared Hua XuiD· 1 shared Josh F. PetersoniD· 1 shared Lingyao Li· 1 shared Lisa A. BastaracheiD· 1 shared Minh-Ha NguyeniD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperGenetic & Genomic Medicine

Cathy ShyrORCID

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1 paper

Recent·Most cited

Diagnostic Accuracy of Large Language Models for Rare Diseases: A Systematic Review and Meta-Analysis

Minh-Ha Nguyen, Chih-Ting Yang, Thomas A. Cassini, Fan Ma, Rizwan Hamid, Lisa A. Bastarache, Josh F. Peterson, Hua Xu, Lingyao Li, Siyuan Ma, Cathy Shyr

This paper evaluates the diagnostic accuracy of large language models for rare diseases through a systematic review and meta-analysis, finding substantial variation in performance across benchmarks and high risk of bias in all studies.

npj Digital Medicine · Aug 12, 2026Peer-reviewedGenetic & Genomic Medicine