| Titin-truncating variants affect heart function in disease cohorts and the general population S Schafer, A De Marvao, E Adami, LR Fiedler, B Ng, E Khin, ... Nature genetics 49 (1), 46-53, 2017 | 226 | 2017 |
| 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 1 (2), 95-104, 2019 | 156 | 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 38 (9), 2151-2164, 2019 | 124 | 2019 |
| Data efficient unsupervised domain adaptation for cross-modality image segmentation C Ouyang, K Kamnitsas, C Biffi, J Duan, D Rueckert International Conference on Medical Image Computing and Computer-Assisted …, 2019 | 62 | 2019 |
| Self-supervision with superpixels: Training few-shot medical image segmentation without annotation C Ouyang, C Biffi, C Chen, T Kart, H Qiu, D Rueckert European Conference on Computer Vision, 762-780, 2020 | 54 | 2020 |
| Learning interpretable anatomical features through deep generative models: Application to cardiac remodeling C Biffi, O Oktay, G Tarroni, W Bai, AD Marvao, G Doumou, M Rajchl, ... International conference on medical image computing and computer-assisted …, 2018 | 50 | 2018 |
| 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, ... International conference on medical image computing and computer-assisted …, 2019 | 44 | 2019 |
| Learning shape priors for robust cardiac MR segmentation from multi-view images C Chen, C Biffi, G Tarroni, S Petersen, W Bai, D Rueckert International Conference on Medical Image Computing and Computer-Assisted …, 2019 | 37 | 2019 |
| 3d fetal skull reconstruction from 2dus via deep conditional generative networks JJ Cerrolaza, Y Li, C Biffi, A Gomez, M Sinclair, J Matthew, C Knight, ... International Conference on Medical Image Computing and Computer-Assisted …, 2018 | 27 | 2018 |
| Three-dimensional cardiovascular imaging-genetics: a mass univariate framework C Biffi, A de Marvao, MI Attard, TJW Dawes, N Whiffin, W Bai, W Shi, ... Bioinformatics 34 (1), 97-103, 2018 | 26 | 2018 |
| 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 39 (6), 2088-2099, 2020 | 25 | 2020 |
| 3D High-Resolution Cardiac Segmentation Reconstruction From 2D Views Using Conditional Variational Autoencoders C Biffi, JJ Cerrolaza, G Tarroni, A de Marvao, SA Cook, DP O’Regan, ... IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019), 1643-1646, 2019 | 15 | 2019 |
| Metabolic pathways associated with right ventricular adaptation to pulmonary hypertension: 3D analysis of cardiac magnetic resonance imaging MI Attard, TJW Dawes, A de Marvao, C Biffi, W Shi, J Wharton, CJ Rhodes, ... European Heart Journal-Cardiovascular Imaging 20 (6), 668-676, 2019 | 12 | 2019 |
| 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 | 11 | 2021 |
| Sex and regional differences in myocardial plasticity in aortic stenosis are revealed by 3D model machine learning AN Bhuva, TA Treibel, A De Marvao, C Biffi, TJW Dawes, G Doumou, ... European Heart Journal-Cardiovascular Imaging 21 (4), 417-427, 2020 | 9 | 2020 |
| Generalising deep learning MRI reconstruction across different domains C Ouyang, J Schlemper, C Biffi, G Seegoolam, J Caballero, AN Price, ... arXiv preprint arXiv:1902.10815, 2019 | 3 | 2019 |
| Combining deep learning and shape priors for bi-ventricular segmentation of volumetric cardiac magnetic resonance images J Duan, J Schlemper, W Bai, TJW Dawes, G Bello, C Biffi, G Doumou, ... International Workshop on Shape in Medical Imaging, 258-267, 2018 | 3 | 2018 |
| Fetal skull reconstruction via deep convolutional autoencoders JJ Cerrolaza, Y Li, C Biffi, A Gomez, J Matthew, M Sinclair, C Gupta, ... 2018 40th Annual International Conference of the IEEE Engineering in …, 2018 | 3 | 2018 |
| Outcomes and phenotypic expression of rare variants in hypertrophic cardiomyopathy genes amongst UK Biobank participants A de Marvao, KA McGurk, SL Zheng, M Thanaj, W Bai, J Duan, C Biffi, ... medRxiv, 2021 | 2 | 2021 |
| Many-Shot from Low-Shot: Learning to Annotate Using Mixed Supervision for Object Detection C Biffi, S McDonagh, P Torr, A Leonardis, S Parisot European Conference on Computer Vision, 35-50, 2020 | 1 | 2020 |
Daniel RueckertTechnical University of Munich and Imperial College LondonVerified email at tum.de
