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Evaluating the robustness and readiness of large frontier models in health AI applications.

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Bibliographic Details
Title: Evaluating the robustness and readiness of large frontier models in health AI applications.
Authors: Gu Y; Microsoft Research, Health & Life Sciences, Redmond, WA, USA. aidengu@gmail.com.; ByteDance, San Jose, CA, USA. aidengu@gmail.com., Fu J; Microsoft Research, Health & Life Sciences, Redmond, WA, USA., Liu X; Microsoft Research, Health & Life Sciences, Redmond, WA, USA., Valanarasu JMJ; Microsoft Research, Health & Life Sciences, Redmond, WA, USA., Codella NCF; Microsoft Research, Health & Life Sciences, Redmond, WA, USA., Tan R; Microsoft Research, Health & Life Sciences, Redmond, WA, USA., Liu Q; Microsoft Research, Health & Life Sciences, Redmond, WA, USA., Jin Y; Microsoft Research, Health & Life Sciences, Redmond, WA, USA., Zhang S; Microsoft Research, Health & Life Sciences, Redmond, WA, USA., Wang J; Microsoft Research, Health & Life Sciences, Redmond, WA, USA., Wang R; Microsoft Research, Health & Life Sciences, Redmond, WA, USA., Song L; Microsoft Research, Health & Life Sciences, Redmond, WA, USA., Qin G; Microsoft Research, Health & Life Sciences, Redmond, WA, USA., Usuyama N; Microsoft Research, Health & Life Sciences, Redmond, WA, USA., Wong C; Microsoft Research, Health & Life Sciences, Redmond, WA, USA., Cheng H; Microsoft Research, Health & Life Sciences, Redmond, WA, USA., Lee H; Microsoft Research, Health & Life Sciences, Redmond, WA, USA., Sanapathi P; Microsoft Research, Health & Life Sciences, Redmond, WA, USA., Hilado S; Microsoft Research, Health & Life Sciences, Redmond, WA, USA., Naumann T; Microsoft Research, Health & Life Sciences, Redmond, WA, USA., Alvarez-Valle J; Microsoft Research, Health & Life Sciences, Redmond, WA, USA., Bian J; Microsoft Research, Health & Life Sciences, Redmond, WA, USA., Wei M; Microsoft Research, Health & Life Sciences, Redmond, WA, USA., Malik K; Microsoft Research, Health & Life Sciences, Redmond, WA, USA., Zhou L; Microsoft Research, Health & Life Sciences, Redmond, WA, USA., Gao J; Microsoft Research, Health & Life Sciences, Redmond, WA, USA., Horvitz E; Microsoft Research, Health & Life Sciences, Redmond, WA, USA., Lungren MP; Microsoft Research, Health & Life Sciences, Redmond, WA, USA., Burger D; Microsoft Research, Health & Life Sciences, Redmond, WA, USA., Topol E; Scripps Research Translational Institute, Scripps Research, La Jolla, CA, USA. etopol@scripps.edu., Poon H; Microsoft Research, Health & Life Sciences, Redmond, WA, USA. hoifung@microsoft.com., Vozila P; Microsoft Research, Health & Life Sciences, Redmond, WA, USA.
Source: Nature medicine [Nat Med] 2026 Jun 26. Date of Electronic Publication: 2026 Jun 26.
Publication Type: Journal Article
Journal Info: Publisher: Nature Publishing Company Country of Publication: United States NLM ID: 9502015 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1546-170X (Electronic) Linking ISSN: 10788956 NLM ISO Abbreviation: Nat Med Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:1546-170X
DOI:10.1038/s41591-026-04501-8