| Fully automated, quality-controlled cardiac analysis from CMR: validation and large-scale application to characterize cardiac function B Ruijsink, E Puyol-Antón, I Oksuz, M Sinclair, W Bai, JA Schnabel, ... Cardiovascular Imaging 13 (3), 684-695, 2020 | 98 | 2020 |
| Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning I Oksuz, B Ruijsink, E Puyol-Antón, JR Clough, G Cruz, A Bustin, C Prieto, ... Medical image analysis 55, 136-147, 2019 | 52 | 2019 |
| Global and local interpretability for cardiac MRI classification JR Clough, I Oksuz, E Puyol-Antón, B Ruijsink, AP King, JA Schnabel International Conference on Medical Image Computing and Computer-Assisted …, 2019 | 29 | 2019 |
| A multimodal spatiotemporal cardiac motion atlas from MR and ultrasound data E Puyol-Anton, M Sinclair, B Gerber, MS Amzulescu, H Langet, ... Medical image analysis 40, 96-110, 2017 | 29 | 2017 |
| Deep learning-based detection and correction of cardiac MR motion artefacts during reconstruction for high-quality segmentation I Oksuz, JR Clough, B Ruijsink, EP Anton, A Bustin, G Cruz, C Prieto, ... IEEE Transactions on Medical Imaging 39 (12), 4001-4010, 2020 | 24 | 2020 |
| Fully automated myocardial strain estimation from cine MRI using convolutional neural networks E Puyol-Antón, B Ruijsink, W Bai, H Langet, M De Craene, JA Schnabel, ... 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018 | 24 | 2018 |
| Fully automated segmentation-based respiratory motion correction of multiplanar cardiac magnetic resonance images for large-scale datasets M Sinclair, W Bai, E Puyol-Antón, O Oktay, D Rueckert, AP King International Conference on Medical Image Computing and Computer-Assisted …, 2017 | 23 | 2017 |
| Regional multi-view learning for cardiac motion analysis: application to identification of dilated cardiomyopathy patients E Puyol-Antón, B Ruijsink, B Gerber, MS Amzulescu, H Langet, ... IEEE Transactions on Biomedical Engineering 66 (4), 956-966, 2018 | 20 | 2018 |
| Deep learning using K-space based data augmentation for automated cardiac MR motion artefact detection I Oksuz, B Ruijsink, E Puyol-Antón, A Bustin, G Cruz, C Prieto, D Rueckert, ... International Conference on Medical Image Computing and Computer-Assisted …, 2018 | 18 | 2018 |
| Interpretable deep models for cardiac resynchronisation therapy response prediction E Puyol-Antón, C Chen, JR Clough, B Ruijsink, BS Sidhu, J Gould, ... International Conference on Medical Image Computing and Computer-Assisted …, 2020 | 16 | 2020 |
| Detection and correction of cardiac MRI motion artefacts during reconstruction from k-space I Oksuz, J Clough, B Ruijsink, E Puyol-Antón, A Bustin, G Cruz, C Prieto, ... International conference on medical image computing and computer-assisted …, 2019 | 15* | 2019 |
| Automated quantification of myocardial tissue characteristics from native T1 mapping using neural networks with uncertainty-based quality-control E Puyol-Antón, B Ruijsink, CF Baumgartner, M Sinclair, E Konukoglu, ... Journal of Cardiovascular Magnetic Resonance 22, 60-75, 2020 | 10 | 2020 |
| Uncertainty quantification in CNN-based surface prediction using shape priors K Tóthová, S Parisot, MCH Lee, E Puyol-Antón, LM Koch, AP King, ... International Workshop on Shape in Medical Imaging, 300-310, 2018 | 10 | 2018 |
| Fairness in cardiac MR image analysis: an investigation of bias due to data imbalance in deep learning based segmentation E Puyol-Antón, B Ruijsink, SK Piechnik, S Neubauer, SE Petersen, ... International Conference on Medical Image Computing and Computer-Assisted …, 2021 | 9 | 2021 |
| Automatic left ventricular outflow tract classification for accurate cardiac MR planning I Oksuz, B Ruijsink, E Puyol-Antón, M Sinclair, D Rueckert, JA Schnabel, ... 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018 | 9 | 2018 |
| Semi-automatic cardiac and respiratory gated MRI for cardiac assessment during exercise B Ruijsink, E Puyol-Antón, M Usman, J Amerom, P Duong, MNV Forte, ... Molecular Imaging, Reconstruction and Analysis of Moving Body Organs, and …, 2017 | 9 | 2017 |
| Towards a multimodal cardiac motion atlas E Puyol-Anton, D Peressutti, P Aljabar, M De Craene, P Piro, AP King 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), 32-35, 2016 | 9 | 2016 |
| Improved co-registration of ex-vivo and in-vivo cardiovascular magnetic resonance images using heart-specific flexible 3D printed acrylic scaffold combined with non-rigid … J Whitaker, R Neji, N Byrne, E Puyol-Antón, RK Mukherjee, SE Williams, ... Journal of Cardiovascular Magnetic Resonance 21 (1), 1-15, 2019 | 8 | 2019 |
| Myocardial strain computed at multiple spatial scales from tagged magnetic resonance imaging: Estimating cardiac biomarkers for CRT patients M Sinclair, D Peressutti, E Puyol-Antón, W Bai, S Rivolo, J Webb, ... Medical image analysis 43, 169-185, 2018 | 8 | 2018 |
| High-quality segmentation of low quality cardiac MR images using k-space artefact correction I Oksuz, J Clough, W Bai, B Ruijsink, E Puyol-Antón, G Cruz, C Prieto, ... International Conference on Medical Imaging with Deep Learning, 380-389, 2019 | 7 | 2019 |
Andrew P KingReader in Medical Image Analysis, King's College LondonVerified email at kcl.ac.uk
