Medical Large Language Model Benchmarks Should Prioritize Construct Validity. - Ahmed Alaa; Thomas Hartvigsen; Niloufar Golchini; Shiladitya Dutta; Frances Dean; Inioluwa Deborah Raji; Travis Zack (CoRR, 2025)

ER-REASON: A Benchmark Dataset for LLM-Based Clinical Reasoning in the Emergency Room. - Nikita Mehandru; Niloufar Golchini; David Bamman; Travis Zack; Melanie F. Molina; Ahmed Alaa (CoRR, 2025)