Caiwen Xu

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 4

Top Topics

Multiple Instance Learning

Lung Parenchyma

Medical Imaging

Top Venues

Comput. Methods Programs Biomed.

Publications

Caiwen Xu, Jie Feng, Yong Yue, Wanjun Cheng, Dianning He, Shouliang Qi, Guojun Zhang
A hybrid few-shot multiple-instance learning model predicting the aggressiveness of lymphoma in PET/CT images. Comput. Methods Programs Biomed. 243 (2024)
Zihao Jin, Yingying Fang, Jiahao Huang, Caiwen Xu, Simon Walsh, Guang Yang
Diff3Dformer: Leveraging Slice Sequence Diffusion for Enhanced 3D CT Classification with Transformer Networks. CoRR (2024)
Yingying Fang, Shuang Wu, Zihao Jin, Caiwen Xu, Shiyi Wang, Simon Walsh, Guang Yang
DiffExplainer: Unveiling Black Box Models Via Counterfactual Generation. CoRR (2024)
Shouliang Qi, Caiwen Xu, Chen Li, Bin Tian, Shuyue Xia, Jigang Ren, Liming Yang, Hanlin Wang, Hui Yu
DR-MIL: deep represented multiple instance learning distinguishes COVID-19 from community-acquired pneumonia in CT images. Comput. Methods Programs Biomed. 211 (2021)