MedAgentBench: Dataset for Benchmarking LLMs as Agents in Medical Applications. - Yixing Jiang; Kameron C. Black; Gloria Geng; Danny Park; Andrew Y. Ng; Jonathan H. Chen (CoRR, 2025)

A Multi-Phase Analysis of Blood Culture Stewardship: Machine Learning Prediction, Expert Recommendation Assessment, and LLM Automation. - Fatemeh Amrollahi; Nicholas Marshall; Fateme Nateghi Haredasht; Kameron C. Black; Aydin Zahedivash; Manoj Maddali; Stephen P. Ma; Amy Chang; Stanley Deresinski; Mary K. Goldstein; Steven M. Asch; Niaz Banaei; et al. (CoRR, 2025)

MedHELM: Holistic Evaluation of Large Language Models for Medical Tasks. - Suhana Bedi; Hejie Cui; Miguel Fuentes; Alyssa Unell; Michael Wornow; Juan M. Banda; Nikesh Kotecha; Timothy Keyes; Yifan Mai 001; Mert Oez; Hao Qiu; Shrey Jain; et al. (CoRR, 2025)