2 papers
cs.AI2026
Unified Multiparadigm Fusion Intelligence for Rare Disease Diagnosis
Jian Yang, Peiling Liu, Songda Li +10
Rare diseases (RDs) affect an estimated 300 million people globally, leaving patients to navigate a protracted diagnostic odyssey constrained by clinical scarcity and fragmented me…
cs.CL2026
A Multi-Agent Audit Framework for High-Stakes Reasoning: Evaluation and Interpretability in Clinical Mental Health Screening
Jingchen Ye, Yanpei Yu, Luyao Zhang
High-stakes reasoning tasks necessitate transparent and verifiable workflows, yet conventional single-model large language models (LLMs) often struggle with hallucination and low i…