| 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, 2017 | 97 | 2017 |
| Learning interpretable anatomical features through deep generative models: Application to cardiac remodeling C Biffi, O Oktay, G Tarroni, W Bai, A De Marvao, G Doumou, M Rajchl, ... International Conference on Medical Image Computing and Computer-Assisted …, 2018 | 9 | 2018 |
| 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 | 6* | 2019 |
| 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, 2017 | 6 | 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, 2019 | 4 | 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 | 3 | 2018 |
| 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, ... arXiv preprint arXiv:1902.11000, 2019 | | 2019 |
| 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 | | 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, 2018 | | 2018 |
| 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 | | 2018 |
| Septal hypertrophy in aortic stenosis and its regression after valve replacement is more plastic in males than females: insights from 3D machine learning approach A Bhuva, TA Treibel, A De Marvao, C Biffi, T Dawes, G Doumou, W Bai, ... European Heart Journal 39 (suppl_1), ehy566. P5470, 2018 | | 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 | | 2018 |
| Defining the effects of genetic variation using machine learning analysis of CMRS: a study in hypertrophic cardiomyopathy and in a healthy population A de Marvao, C Biffi, R Walsh, G Doumou, T Dawes, W Shi, W Bai, A Berry, ... Heart 104 (Suppl 5), A7-A8, 2018 | | 2018 |
| In severe aortic stenosis, decreased systemic vascular resistance is associated with a larger, thicker walled ventricle except for the septum A Bhuva, T Treibel, G Doumou, A De Marvao, C Biffi, T Dawes, S Jones, ... Artery Research 20, 107, 2017 | | 2017 |
Daniel RueckertProfessor of Visual Information Processing, Imperial College LondonVerified email at imperial.ac.uk