Publications

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

Selected Publications

TIP: Tabular-Image Pre-training for Multimodal Classification with Incomplete Data
Siyi Du, Shaoming Zheng, Yinsong Wang, Wenjia Bai, Declan O’Regan, Chen Qin
The 18th European Conference on Computer Vision (ECCV), 2024. [code]

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. [code]

Conditional Deformable Image Registration with Spatially-Variant and Adaptive Regularization
Yinsong Wang, Huaqi Qiu, Chen Qin
IEEE International Symposium on Biomedical Imaging (ISBI), 2023.

High-Fidelity MRI Reconstruction Using Adaptive Spatial Attention Selection and Deep Data Consistency Prior
Jingshuai Liu, Chen Qin, Mehrdad Yaghoobi
IEEE Transactions on Computational Imaging, 2023.

Adversarial counterfactual augmentation: application in Alzheimer’s disease classification Tian Xia, Pedro Sanchez, Chen Qin, Sotirios A Tsaftaris
Frontiers in Radiology, 2022.

MulViMotion: Shape-aware 3D Myocardial Motion Tracking from Multi-View Cardiac MRI
Qingjie Meng, Chen Qin, Wenjia Bai, Tianrui Liu, Antonio De Marvao, Declan P O’Regan, Daniel Rueckert
IEEE Transactions on Medical Imaging, 2022. [code]

Complementary time‐frequency domain networks for dynamic parallel MR image reconstruction
Chen Qin, Jinming Duan, Kerstin Hammernik, Jo Schlemper, Thomas Küstner, René Botnar, Claudia Prieto, Anthony N Price, Joseph V Hajnal, Daniel Rueckert
Magnetic Resonance in Medicine, 2021. [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. [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.

k-t NEXT: Dynamic MR Image Reconstruction Exploiting Spatio-Temporal Correlations
Chen Qin, Jo Schlemper, Jinming Duan, Gavin Seegoolam, Anthony Price, Joseph Hajnal, Daniel Rueckert
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2019. [code]

Unsupervised Deformable Registration for Multi-modal Images via Disentangled Representations
Chen Qin, Bibo Shi, Rui Liao, Tommaso Mansi, Daniel Rueckert, Ali Kamen
International Conference on Information Processing in Medical Imaging, 2019.

Joint learning of motion estimation and segmentation for cardiac MR image sequencesn
Chen Qin, Wenjia Bai, Jo Schlemper, Steffen E Petersen, Stefan K Piechnik, Stefan Neubauer, Daniel Rueckert
IEEE Transactions on Medical Imaging, 2018. [code]

Convolutional recurrent neural networks for dynamic MR image reconstruction
Chen Qin, Jo Schlemper, Jose Caballero, Anthony N Price, Joseph V Hajnal, Daniel Rueckert
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2018. [code]