Guiding Clinical Reasoning with Large Language Models via Knowledge Seeds

arXiv:2403.06609v1 Announce Type: new
Abstract: Clinical reasoning refers to the cognitive process that physicians employ in evaluating and managing patients. This process typically involves suggesting necessary examinations, diagnosing patients' diseases, and deciding on appropriate therapies, etc. Accurate clinical reasoning requires extensive medical knowledge and rich clinical experience, setting a high bar for physicians. This is particularly challenging in developing countries due to the overwhelming number of patients and limited physician resources, contributing significantly to global health inequity and necessitating automated …

abstract arxiv clinical cognitive cs.ai cs.cl diseases etc experience knowledge language language models large language large language models medical patients physicians process reasoning type via