2 papers
cs.AI2026
Search Broadly, Seek Evidence on Both Sides, Decide Narrowly: Evidence-Admissible GraphRAG for Longitudinal Clinical Event Verification
Xingtao Lin, Yubo Feng, Weixin Liu +4
Longitudinal clinical event-relation verification determines whether a patient record supports a specified relation among two or more clinical events. This task is challenging beca…
eess.IV2026
CRS-Bench: A Reference-Relative Reliability Benchmark for Medical Image Encoders
Xingtao Lin, Hangqi Ren, Caiwan Sun +1
Pretrained image encoders are central to medical image classification, where expert annotation is costly and task-specific cohorts are often limited. As the model space expands fro…