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

Nature Medicine 2026

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Authors: 裕二 池谷, Jingjing Fu, Xiaodong Liu, Jeya Maria Jose Valanarasu, Noel Codella, Reuben Tan, Qianchu Liu, Ying Jin, Sheng Zhang, Yi-Xiang Wang, Rui Wang, Lei Song
+20 more Guanghui Qin, Naoto Usuyama, Cliff Wong, Hao Cheng, Ho Hin Lee, Praneeth Sanapathi, Sarah Hilado, Tristan Naumann, Javier Alvarez-Valle, Jiang Bian, Mu Wei, Krisha Malik, Lidong Zhou, Jianfeng Gao, Eric Horvitz, Matthew P. Lungren, Doug Burger, Eric J. Topol, Hoifung Poon, Paul Vozila
DOI: 10.1038/s41591-026-04501-8
Cited by: 3
References: 16

Fields of Study & Subjects

Adversarial Robustness in Machine Learning Explainable Artificial Intelligence (XAI) Artificial Intelligence in Healthcare and Education

Publication details

Journal / source
Nature Medicine
Publisher
Springer Science and Business Media LLC
Volume
32
Issue
8
Pages
3023–3031
Publication date
26 June 2026
Language
EN