D2polyp-Net: A cross-modal space-guided network for real-time colorectal polyp detection and diagnosis. - Junhu Fu; Yun Gao; Pinghong Zhou; Yi Huang; Jing Jiao; Shengli Lin; Yuanyuan Wang 001; Yi Guo 002 (Biomed. Signal Process. Control., 2024)

Diff-CXR: Report-to-CXR generation through a disease-knowledge enhanced diffusion model. - Peng Huang; Bowen Guo; Shuyu Liang; Junhu Fu; Yuanyuan Wang 001; Yi Guo 002 (CoRR, 2024)

G-T correcting: an improved training of image segmentation under noisy labels. - Yun Gao; Junhu Fu; Yi Guo 002; Yuanyuan Wang 001 (Medical Biol. Eng. Comput., 2024)

Typicality- and instance-dependent label noise-combating: a novel framework for simulating and combating real-world noisy labels for endoscopic polyp classification. - Yun Gao; Junhu Fu; Yuanyuan Wang 001; Yi Guo 002 (Vis. Comput. Ind. Biomed. Art, 2024)

IPNet: An Interpretable Network With Progressive Loss for Whole-Stage Colorectal Disease Diagnosis. - Junhu Fu; Ke Chen; Qi Dou 001; Yun Gao; Yiping He; Pinghong Zhou; Shengli Lin; Yuanyuan Wang 001; Yi Guo 002 (IEEE Trans. Medical Imaging, 2025)

VAP-Diffusion: Enriching Descriptions with MLLMs for Enhanced Medical Image Generation. - Peng Huang; Junhu Fu; Bowen Guo; Zeju Li; Yuanyuan Wang 001; Yi Guo 002 (CoRR, 2025)