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Yiyang Jiang

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Review Open access Jul 2026

Aligning Clinical Needs and AI Capabilities: A Survey on LLMs for Medical Reasoning

A dual-view approach that connects clinical practice with computational methods is presented, establishing a five-level competency scheme following Miller’s Pyramid and linking deductive, inductive, and abductive reasoning patterns to common medical goals and tasks.

Qi Peng, Jiatong Li, Sirui Huang et al. · 4 citations