3 papers
cs.CV2026
Medical Report Generation: A Hierarchical Task Structure-Based Cross-Modal Causal Intervention Framework
Yucheng Song, Yifan Ge, Junhao Li +2
Medical Report Generation (MRG) is a key part of modern medical diagnostics, as it automatically generates reports from radiological images to reduce radiologists' burden. However,…
cs.CV2026
FGML-DG: Feynman-Inspired Cognitive Science Paradigm for Cross-Domain Medical Image Segmentation
Yucheng Song, Chenxi Li, Haokang Ding +2
In medical image segmentation across multiple modalities (e.g., MRI, CT, etc.) and heterogeneous data sources (e.g., different hospitals and devices), Domain Generalization (DG) re…
cs.CV2025
TreeFedDG: Alleviating Global Drift in Federated Domain Generalization for Medical Image Segmentation
Yucheng Song, Chenxi Li, Haokang Ding +2
In medical image segmentation tasks, Domain Generalization (DG) under the Federated Learning (FL) framework is crucial for addressing challenges related to privacy protection and d…