Ding-Jie Suo

DisenTextSeg: Disentangling Textual Information from Clinical Reports for Multi-Modal Medical Image Segmentation

DisenTextSeg is a novel framework that explicitly disentangles shared and modality-specific features from per-modality clinical reports and integrates them into a diffusion-based segmentation network, outperforming competitive baselines and demonstrating consistent cross-domain performance.