Publications
For a full list of our publications, please refer to my Google Scholar profile.
Selected Publications
2025
Large Language Model-informed ECG Dual Attention Network for Heart Failure Risk Prediction

IEEE Transaction on Big Data, 2025
Chen Chen, Lei Li, Marcel Beetz, Abhirup Banerjee, Ramneek Gupta, Vicente Grau.
Whole Heart 3D+ T Representation Learning Through Sparse 2D Cardiac MR Images

MICCAI 2024 (oral, short-listed for young scientist award)
Yundi Zhang, Chen Chen, Suprosanna Shit, Sophie Starck, Daniel Rueckert, Jiazhen Pan
Multimodal Variational Autoencoder for Low-cost Cardiac Hemodynamics Instability Detection

MICCAI 2024
Mohammod NI Suvon, Prasun C Tripathi, Wenrui Fan, Shuo Zhou, Xianyuan Liu, Samer Alabed, Venet Osmani, Andrew J Swift, Chen Chen, Haiping Lu
Synthetic Optical Coherence Tomography Angiographs for Detailed Retinal Vessel Segmentation Without Human Annotations

IEEE trans on Medical Imaging (2024)
Linus Kreitner, Johannes C. Paetzold, Nikolaus Rauch, Chen Chen, Ahmed M.Hagag, Alaa E. Fayed, Sobha Sivaprasad, Sebastian Rausch, Julian Weichsel, Bjoern H. Menze, Matthias Harders, Benjamin Knier, Daniel Rueckert and Martin J. Menten
2023
Pay Attention to the Atlas: Atlas-Guided Test-Time Adaptation Method for Robust 3D Medical Image Segmentation

MICCAI 2023, BTSD workshop (oral)
Jingjie Guo, Weitong Zhang, Matthew Sinclair, Daniel Rueckert, Chen Chen
2022
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)
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)
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
2021
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)
2020
Biomechanics-Informed Neural Networks for Myocardial Motion Tracking in MRI

Chen Qin, Shuo Wang, Chen Chen, Huaqi Qiu, Wenjia Bai, Daniel Rueckert
MICCAI 2020
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
MICCAI 2020 (Oral)
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)
× ![Expanded Image]()