| Deep learning for cardiac image segmentation: a review C Chen, C Qin, H Qiu, G Tarroni, J Duan, W Bai, D Rueckert Frontiers in Cardiovascular Medicine 7, 25, 2020 | 795 | 2020 |
| Deep learning cardiac motion analysis for human survival prediction GA Bello, TJW Dawes, J Duan, C Biffi, A de Marvao, LSGE Howard, ... Nature Machine Intelligence, 2019 | 258 | 2019 |
| Self-supervised learning for cardiac MR image segmentation by anatomical position prediction W Bai, C Chen, G Tarroni, J Duan, F Guitton, SE Petersen, Y Guo, ... MICCAI 2019, 541-549, 2019 | 218 | 2019 |
| Automatic 3D bi-ventricular segmentation of cardiac images by a shape-refined multi-task deep learning approach J Duan, G Bello, J Schlemper, W Bai, TJW Dawes, C Biffi, A de Marvao, ... IEEE Transactions on Medical Imaging, 2019 | 218 | 2019 |
| Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning A Hering, L Hansen, TCW Mok, A Chung, H Siebert, S Häger, A Lange, ... IEEE Transactions on Medical Imaging, 2022 | 191 | 2022 |
| FS-Net: Fast Shape-based Network for Category-Level 6D Object Pose Estimation with Decoupled Rotation Mechanism W Chen, X Jia, HJ Chang, J Duan, L Shen, A Leonardis CVPR 2021, 2021 | 168 | 2021 |
| Systematic evaluation of iterative deep neural networks for fast parallel MRI reconstruction with sensitivity‐weighted coil combination K Hammernik, J Schlemper, C Qin, J Duan, RM Summers, D Rueckert Magnetic Resonance in Medicine 86 (4), 1859-1872, 2021 | 142* | 2021 |
| Implementation of high‐order variational models made easy for image processing W Lu, J Duan, Z Qiu, Z Pan, RW Liu, L Bai Mathematical Methods in the Applied Sciences 39 (14), 4208-4233, 2016 | 129 | 2016 |
| Data Efficient Unsupervised Domain Adaptation for Cross-Modality Image Segmentation C Ouyang, K Kamnitsas, C Biffi, J Duan, D Rueckert MICCAI 2019, 669-677, 2019 | 124 | 2019 |
| G2L-Net: Global to Local Network for Real-time 6D Pose Estimation with Embedding Vector Features W Chen, X Jia, HJ Chang, J Duan, A Leonardis CVPR 2020, 2020 | 118 | 2020 |
| VS-Net: Variable splitting network for accelerated parallel MRI reconstruction J Duan, J Schlemper, C Qin, C Ouyang, W Bai, C Biffi, G Bello, B Statton, ... MICCAI 2019, 713-722, 2019 | 104 | 2019 |
| Denoising optical coherence tomography using second order total generalized variation decomposition J Duan, W Lu, C Tench, I Gottlob, F Proudlock, NN Samani, L Bai Biomedical Signal Processing and Control 24, 120-127, 2016 | 101 | 2016 |
| Geometry Constrained Weakly Supervised Object Localization W Lu, X Jia, W Xie, L Shen, Y Zhou, J Duan ECCV 2020, 2020 | 88 | 2020 |
| U-Net vs Transformer: Is U-Net outdated in medical image registration? X Jia, J Bartlett, T Zhang, W Lu, Z Qiu, J Duan Machine Learning in Medical Imaging: 13th International Workshop, MLMI 2022 …, 2022 | 76 | 2022 |
| Redefining β-blocker response in heart failure patients with sinus rhythm and atrial fibrillation: a machine learning cluster analysis A Karwath, KV Bunting, SK Gill, O Tica, S Pendleton, F Aziz, AD Barsky, ... The Lancet 398 (10309), 1427-1435, 2021 | 75 | 2021 |
| Phenotypic expression and outcomes in individuals with rare genetic variants of hypertrophic cardiomyopathy A de Marvao, KA McGurk, SL Zheng, M Thanaj, W Bai, J Duan, C Biffi, ... Journal of the American College of Cardiology 78 (11), 1097-1110, 2021 | 74 | 2021 |
| Explainable Anatomical Shape Analysis through Deep Hierarchical Generative Models C Biffi, JJ Cerrolaza, G Tarroni, W Bai, A De Marvao, O Oktay, C Ledig, ... IEEE Transactions on Medical Imaging, 2020 | 61 | 2020 |
| A portable image-based cytometer for rapid malaria detection and quantification D Yang, G Subramanian, J Duan, S Gao, L Bai, R Chandramohanadas, ... PloS ONE 12 (6), e0179161, 2017 | 61 | 2017 |
| An efficient nonlocal variational method with application to underwater image restoration G Hou, Z Pan, G Wang, H Yang, J Duan Neurocomputing, 2019 | 60 | 2019 |
| Some fast projection methods based on Chan-Vese model for image segmentation J Duan, Z Pan, X Yin, W Wei, G Wang EURASIP Journal on Image and Video Processing 2014, 1-16, 2014 | 56 | 2014 |
Daniel RueckertTechnical University of Munich and Imperial College LondonVerified email at tum.de
