2 papers
cs.MA2026
MedCollab: IBIS-Guided Multi-Agent Collaboration with Hierarchical Disease Relation Chains for Clinical Diagnosis
Yuqi Zhan, Xinyue Wu, Tianyu Lin +6
Clinical diagnosis is a gradual process of evidence integration, in which physicians move from symptoms and medical history to examinations, competing hypotheses, disease relations…
cs.CL2025
EMRModel: A Large Language Model for Extracting Medical Consultation Dialogues into Structured Medical Records
Shuguang Zhao, Qiangzhong Feng, Zhiyang He +8
Medical consultation dialogues contain critical clinical information, yet their unstructured nature hinders effective utilization in diagnosis and treatment. Traditional methods, r…