Robust Cardiac MRI Segmentation with Data-Centric Models to Improve Performance via Intensive Pre-training and Augmentation. - Shizhan Gong; Weitao Lu; Jize Xie; Xiaofan Zhang 002; Shaoting Zhang 001; Qi Dou 001 (STACOM@MICCAI, 2022)

Diffusion Model Based Semi-supervised Learning on Brain Hemorrhage Images for Efficient Midline Shift Quantification. - Shizhan Gong; Cheng Chen 013; Yuqi Gong; Nga Yan Chan; Wenao Ma; Calvin Hoi-Kwan Mak; Jill M. Abrigo; Qi Dou 001 (IPMI, 2023)

3DSAM-adapter: Holistic Adaptation of SAM from 2D to 3D for Promptable Medical Image Segmentation. - Shizhan Gong; Yuan Zhong 003; Wenao Ma; Jinpeng Li 004; Zhao Wang 006; Jingyang Zhang; Pheng-Ann Heng; Qi Dou 001 (CoRR, 2023)

A Super-pixel-based Approach to the Stable Interpretation of Neural Networks. - Shizhan Gong; Jingwei Zhang; Qi Dou 001; Farzan Farnia (BMVC, 2024)

Structured Gradient-Based Interpretations via Norm-Regularized Adversarial Training. - Shizhan Gong; Qi Dou 001; Farzan Farnia (CVPR, 2024)

Segmentation of Tiny Intracranial Hemorrhage Via Learning-to-Rank Local Feature Enhancement. - Shizhan Gong; Yuan Zhong 003; Yuqi Gong; Nga Yan Chan; Wenao Ma; Calvin Hoi-Kwan Mak; Jill M. Abrigo; Qi Dou 001 (ISBI, 2024)

3DSAM-adapter: Holistic adaptation of SAM from 2D to 3D for promptable tumor segmentation. - Shizhan Gong; Yuan Zhong 003; Wenao Ma; Jinpeng Li 004; Zhao Wang 006; Jingyang Zhang; Pheng-Ann Heng; Qi Dou 001 (Medical Image Anal., 2024)

Self-Supervised Cyclic Diffeomorphic Mapping for Soft Tissue Deformation Recovery in Robotic Surgery Scenes. - Shizhan Gong; Yonghao Long 001; Kai Chen 024; Jiaqi Liu; Yuliang Xiao; Alexis Cheng; Zerui Wang; Qi Dou 001 (IEEE Trans. Medical Imaging, 2024)

Boosting the visual interpretability of CLIP via adversarial fine-tuning. - Shizhan Gong; Haoyu Lei; Qi Dou 001; Farzan Farnia (ICLR, 2025)

Concepts from Neurons: Building Interpretable Medical Image Diagnostic Models by Dissecting Opaque Neural Networks. - Shizhan Gong; Huayu Wang; Xiaofan Zhang 002; Qi Dou 001 (IPMI (2), 2025)

pFedFair: Towards Optimal Group Fairness-Accuracy Trade-off in Heterogeneous Federated Learning. - Haoyu Lei; Shizhan Gong; Qi Dou 001; Farzan Farnia (CoRR, 2025)

Kernel-based Unsupervised Embedding Alignment for Enhanced Visual Representation in Vision-language Models. - Shizhan Gong; Yankai Jiang 003; Qi Dou 001; Farzan Farnia (CoRR, 2025)

Extreme Cardiac MRI Analysis under Respiratory Motion: Results of the CMRxMotion Challenge. - Kang Wang 004; Chen Qin; Zhang Shi; Haoran Wang 009; Xiwen Zhang; Chen Chen 042; Cheng Ouyang; Chengliang Dai; Yuanhan Mo; Chenchen Dai; Xutong Kuang; Ruizhe Li; et al. (CoRR, 2025)