Z. L. Yuan

The illusion of clinical reasoning: a benchmark reveals the pervasive gap in vision-language models for clinical competency

The rapid integration of foundation models into clinical practice and their use for public health inquiries necessitates a rigorous evaluation of their true clinical reasoning capabilities, which extends beyond success on narrow examinations. Current benchmarks, often based on medical licensing exams or curated vignett...