PathMamba: Weakly Supervised State Space Model for Multi-class Segmentation of Pathology Images. - Jiansong Fan; Tianxu Lv; Yicheng Di; Lihua Li 002; Xiang Pan (MICCAI (8), 2024)

A local-global unified scheme driven by positionable texture and multi-level boundary for lung cancer organoids segmentation. - Jiansong Fan; Tianxu Lv; Shunyuan Jia; Yuan Liu 021; Ruihong Deng; Zexin Chen; Yu Zhu; Lihua Li 002; Chunjuan Jiang; Jianming Ni; Xiang Pan (Expert Syst. Appl., 2024)

DCDiff: Dual-Granularity Cooperative Diffusion Models for Pathology Image Analysis. - Jiansong Fan; Tianxu Lv; Pei Wang; Xiaoyan Hong; Yuan Liu 021; Chunjuan Jiang; Jianming Ni; Lihua Li 002; Xiang Pan (IEEE Trans. Medical Imaging, 2024)

Dual-calibrated Co-training Framework for Personalized Federated Semi-Supervised Medical Image Segmentation. - Delin Pan; Jiansong Fan; Jie Zhu; Llihua Li; Xiang Pan (AAAI, 2025)

Semantic consistency-guided patch-wise relation graph reasoning scheme for lung cancer organoid segmentation in brightfield microscopy. - Tianxu Lv; Jiansong Fan; Zexin Chen; Yuan Liu 021; Jianming Ni; Wei Chu; Xiang Pan (Comput. Methods Programs Biomed., 2025)

DIPathMamba: A domain-incremental weakly supervised state space model for pathology image segmentation. - Jiansong Fan; Qi Sun; Yicheng Di; Jiayu Bao; Tianxu Lv; Yuan Liu 021; Xiaoyun Hu; Lihua Li 002; Xiaobin Cui; Xiang Pan (Medical Image Anal., 2025)

Efficient federated recommender system based on Slimify Module and Feature Sharpening Module. - Yicheng Di; Hongjian Shi; Jiansong Fan; Jiayu Bao; Gaoyuan Huang; Yuan Liu (Knowl. Inf. Syst., 2025)