Publications

For a full list of our publications, please refer to my Google Scholar profile.

Selected Publications

Pay Attention to the Atlas: Atlas-Guided Test-Time Adaptation Method for Robust 3D Medical Image Segmentation Jingjie Guo, Weitong Zhang, Matthew Sinclair, Daniel Rueckert, Chen Chen MICCAI, 2023, BTSD workshop (oral).[pdf]

Generative myocardial motion tracking via latent space exploration with biomechanics-informed prior Chen Qin, Shuo Wang, Chen Chen, Wenjia Bai, Daniel Rueckert Medical Image Analysis, 2023. [pdf][code]

MaxStyle: Adversarial Style Composition for Robust Medical Image Segmentation Chen Chen, Zeju Li, Cheng Ouyang, Matthew Sinclair, Wenjia Bai & Daniel Rueckert MICCAI, 2022 (early accept).[pdf][code][video]

Cooperative Training and Latent Space Data Augmentation for Robust Medical Image Segmentation Chen Chen, Kerstin Hammernik, Cheng Ouyang, Chen Qin, Wenjia Bai, Daniel Rueckert MICCAI, 2021 (oral).[Poster] [Paper][Slides] [Code][Video]

AdvChain: Enhancing MR image segmentation with realistic adversarial data augmentation Chen Chen, Chen Qin, Cheng Ouyang, Zeju Li, Shuo Wang, Huaqi Qiu, Liang Chen, Giacomo Tarroni, Wenjia Bai, Daniel Rueckert Medical Image Analysis, 2022. [pdf][code]

Self-Supervision with Superpixels: Training Few-shot Medical Image Segmentation without Annotation Cheng Ouyang, Carlo Biffi, Chen Chen, Turkay Kart, Huaqi Qiu, Daniel Rueckert ECCV, 2022. [pdf][code]

Biomechanics-Informed Neural Networks for Myocardial Motion Tracking in MRI Chen Qin, Shuo Wang, Chen Chen, Huaqi Qiu, Wenjia Bai, Daniel Rueckert International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2020. [paper][code]

AdvBias:Realistic Adversarial Data Augmentation for MR Image Segmentation Chen Chen, Chen Qin, Huaqi Qiu, Cheng Ouyang, Shuo Wang, Liang Chen, Giacomo Tarroni, Wenjia Bai, Daniel Rueckert International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2020. [Abstract][Poster][Paper][Slides][Code]

Deep learning for cardiac image segmentation: a review Chen Chen, Chen Qin, Huaqi Qiu, Giacomo Tarroni, Jinming Duan, Wenjia Bai, Daniel Rueckert Frontiers in Cardiovascular Medicine, 2020. [paper]