2 papers
cs.CL2026
Evidence-Bounded Mental Health Reasoning from Heterogeneous Speech Protocols
Chengyuan Gao, Jiang Wu, Tao Lu +4
Computational mental health screening using multimodal speech and text has shown great promise. However, existing models often assume all clinical speech protocols carry equivalent…
cs.AI2026
RareLens: Towards End-to-End Rare Disease Care via Aligning Divergent Large Language Model Reasoning
Xi Chen, Hongru Zhou, Shiyu Feng +24
Rare diseases represent one of the most challenging settings for clinical decision-making, where heterogeneous presentations, sparse evidence and limited expertise create persisten…