3 papers
cs.AI2026
DERM-3R: A Resource-Efficient Multimodal Agents Framework for Dermatologic Diagnosis and Treatment in Real-World Clinical Settings
Ziwen Chen, Zhendong Wang, Chongjing Wang +13
Skin diseases impose a substantial and growing global health burden. Modern dermatologic therapies control acute manifestations rapidly, but single-target treatment paradigms, recu…
cs.CL2026
From Physician Expertise to Clinical Agents: Preserving, Standardizing, and Scaling Physicians' Medical Expertise with Lightweight LLM
Chanyong Luo, Jirui Dai, Zhendong Wang +14
Medicine is an empirical discipline refined through long-term observation and the messy, high-variance reality of clinical practice. Physicians build diagnostic and therapeutic com…
cs.CL2025
Tianyi: A Traditional Chinese Medicine all-rounder language model and its Real-World Clinical Practice
Zhi Liu, Tao Yang, Jing Wang +10
Natural medicines, particularly Traditional Chinese Medicine (TCM), are gaining global recognition for their therapeutic potential in addressing human symptoms and diseases. TCM, w…