2 papers
cs.LG2026
Can LLMs Accurately Score Medical Diagnoses and Clinical Reasoning?
Amy Rouillard, Sitwala Mundia, Linda Camara +8
Evaluating medical AI systems using expert clinician panels is costly and slow, motivating the use of large language models (LLMs) as alternative adjudicators. Here, we evaluate an…
cs.LG2026
Evaluating Multimodal LLMs for Inpatient Diagnosis: Real-World Performance, Safety, and Cost Across Ten Frontier Models
Bruce A. Bassett, Amy Rouillard, Sitwala Mundia +8
Background: Large language models (LLMs) are increasingly proposed for diagnostic support, but few evaluations use real-world multimodal inpatient data, particularly in low and mid…