2 papers
cs.CL2025
MedCaseReasoning: Evaluating and learning diagnostic reasoning from clinical case reports
Kevin Wu, Eric Wu, Rahul Thapa +7
Doctors and patients alike increasingly use Large Language Models (LLMs) to diagnose clinical cases. However, unlike domains such as math or coding, where correctness can be object…
cs.LG2025
Revealing Treatment Non-Adherence Bias in Clinical Machine Learning Using Large Language Models
Zhongyuan Liang, Arvind Suresh, Irene Y. Chen
Machine learning systems trained on electronic health records (EHRs) increasingly guide treatment decisions, but their reliability depends on the critical assumption that patients…