DR-MIL: deep represented multiple instance learning distinguishes COVID-19 from community-acquired pneumonia in CT images. - Shouliang Qi; Caiwen Xu; Chen Li 022; Bin Tian 006; Shuyue Xia; Jigang Ren; Liming Yang; Hanlin Wang; Hui Yu (Comput. Methods Programs Biomed., 2021)

DiffExplainer: Unveiling Black Box Models Via Counterfactual Generation. - Yingying Fang; Shuang Wu; Zihao Jin; Shiyi Wang; Caiwen Xu; Simon Walsh; Guang Yang 006 (MICCAI (10), 2024)

Diff3Dformer: Leveraging Slice Sequence Diffusion for Enhanced 3D CT Classification with Transformer Networks. - Zihao Jin; Yingying Fang; Jiahao Huang; Caiwen Xu; Simon Walsh; Guang Yang 006 (MICCAI (1), 2024)

A hybrid few-shot multiple-instance learning model predicting the aggressiveness of lymphoma in PET/CT images. - Caiwen Xu; Jie Feng 009; Yong Yue 004; Wanjun Cheng; Dianning He; Shouliang Qi; Guojun Zhang (Comput. Methods Programs Biomed., 2024)