3 papers
cs.CV2026
Learning Patient-Specific Disease Dynamics with Latent Flow Matching for Longitudinal Imaging Generation
Hao Chen, Rui Yin, Yifan Chen +2
Understanding disease progression is a central clinical challenge with direct implications for early diagnosis and personalized treatment. While recent generative approaches have a…
cs.CV2026
Gastric-X: A Multimodal Multi-Phase Benchmark Dataset for Advancing Vision-Language Models in Gastric Cancer Analysis
Sheng Lu, Hao Chen, Rui Yin +3
Recent vision-language models (VLMs) have shown strong generalization and multimodal reasoning abilities in natural domains. However, their application to medical diagnosis remains…
cs.CV2024
Domain Game: Disentangle Anatomical Feature for Single Domain Generalized Segmentation
Hao Chen, Hongrun Zhang, U Wang Chan +3
Single domain generalization aims to address the challenge of out-of-distribution generalization problem with only one source domain available. Feature distanglement is a classic s…