3 papers
q-bio.QM2026
RadSEM: A Finding-by-Finding Metric for Clinical Consistency in Radiology Reports
Zhenhong Yang, Zhuoyun Liu, Jintao Fei +4
Radiology report evaluation must distinguish clinical compatibility from surface similarity, because negation, laterality, or normal-abnormal polarity can reverse a finding. We pro…
cs.CV2026
JoyVASA: Portrait and Animal Image Animation with Diffusion-Based Audio-Driven Facial Dynamics and Head Motion Generation
Xuyang Cao, Guoxin Wang, Sheng Shi +5
Audio-driven portrait animation has made significant advances with diffusion-based models, improving video quality and lipsync accuracy. However, the increasing complexity of these…
cs.AI2025
Citrus: Leveraging Expert Cognitive Pathways in a Medical Language Model for Advanced Medical Decision Support
Guoxin Wang, Minyu Gao, Shuai Yang +9
Large language models (LLMs), particularly those with reasoning capabilities, have rapidly advanced in recent years, demonstrating significant potential across a wide range of appl…