MedicalBench: Evaluating Large Language Models Toward Improved Medical Concept Extraction

This paper introduces MedicalBench, a new benchmark for evaluating Large Language Models in medical concept extraction from electronic health records. It focuses on implicit medical reasoning and evidence grounding, addressing the challenge of identifying concepts not explicitly stated.