2 papers
cs.CL2026
A primer on evaluation methods for large language models in healthcare
Suzannah E McKinney, Phuc Vu, Samuel A Justice +7
Large language models (LLMs) have a growing range of applications in medicine, and their evaluation is critical for ensuring they provide benefit and not harm. This evaluation can…
cs.AI2026
Reasoning in Real World Clinical Care: Why Large Language Models Are Not Yet Safe for Autonomous Clinical Decision Support
Shayndhan Sivanathan, Shravan Nageswaran, Mehdi Zadem +10
LLM now pass medical licensing examinations and, in curated cases, can rival physicians at diagnostic reasoning. These developments have accelerated the use of LLMs for symptom ass…