Diagnosis of diabetic kidney disease in whole slide images via AI-driven quantification of pathological indicators. - Xueyu Liu; Yongfei Wu; Yilin Chen; Dongna Hui; Jianan Zhang; Fang Hao; Yuanyue Lu; Hangbei Cheng; Yue Zeng; Weixia Han; Chen Wang; Ming Li; et al. (Comput. Biol. Medicine, 2023)

GLMKD: Joint global and local mutual knowledge distillation for weakly supervised lesion segmentation in histopathology images. - Hangbei Cheng; Xueyu Liu; Jun Zhang 095; Xiaorong Dong; Xuetao Ma 001; Yansong Zhang; Hao Meng; Xing Chen; Guanghui Yue 001; Yidi Li; Yongfei Wu (Expert Syst. Appl., 2025)

DSAGL: Dual-Stream Attention-Guided Learning for Weakly Supervised Whole Slide Image Classification. - Daoxi Cao; Hangbei Cheng; Yijin Li; Ruolin Zhou; Xinyi Li; Xuehan Zhang; Binwei Li; Xuancheng Gu; Xueyu Liu; Yongfei Wu (CoRR, 2025)

FMaMIL: Frequency-Driven Mamba Multi-Instance Learning for Weakly Supervised Lesion Segmentation in Medical Images. - Hangbei Cheng; Xiaorong Dong; Xueyu Liu; Jianan Zhang; Xuetao Ma 001; Mingqiang Wei; Liansheng Wang; Junxin Chen; Yongfei Wu (CoRR, 2025)

MSMTSeg: Multi-Stained Multi-Tissue Segmentation of Kidney Histology Images via Generative Self-Supervised Meta-Learning Framework. - Xueyu Liu; Rui Wang; Yexin Lai; Yongfei Wu; Hangbei Cheng; Yuanyue Lu; Jianan Zhang; Ning Hao; Chenglong Ban; Yanru Wang; Shuqin Tang; Yuxuan Yang; et al. (IEEE J. Biomed. Health Informatics, 2025)