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Esther Puyol-Antón
Esther Puyol-Antón
Research Associate at King's College London
Geverifieerd e-mailadres voor kcl.ac.uk
Titel
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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
1012020
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
542019
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
312019
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
302017
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
282020
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
262018
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
242017
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
202018
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
192018
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
182020
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
16*2019
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
112021
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
112020
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
112018
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
92018
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
92017
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
92016
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
82019
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
82018
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
72019
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Artikelen 1–20