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.
· Machine Intelligence Researc... · 3 citations