Antonio de Marvao
Antonio de Marvao
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Anatomically constrained neural networks (ACNNs): application to cardiac image enhancement and segmentation
O Oktay, E Ferrante, K Kamnitsas, M Heinrich, W Bai, J Caballero, ...
IEEE transactions on medical imaging 37 (2), 384-395, 2017
Integrated allelic, transcriptional, and phenomic dissection of the cardiac effects of titin truncations in health and disease
AM Roberts, JS Ware, DS Herman, S Schafer, J Baksi, AG Bick, ...
Science translational medicine 7 (270), 270ra6-270ra6, 2015
Cardiac image super-resolution with global correspondence using multi-atlas patchmatch
W Shi, J Caballero, C Ledig, X Zhuang, W Bai, K Bhatia, ...
International conference on medical image computing and computer-assisted …, 2013
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
Multi-input cardiac image super-resolution using convolutional neural networks
O Oktay, W Bai, M Lee, R Guerrero, K Kamnitsas, J Caballero, ...
International conference on medical image computing and computer-assisted …, 2016
Machine learning of three-dimensional right ventricular motion enables outcome prediction in pulmonary hypertension: a cardiac MR imaging study
TJW Dawes, A de Marvao, W Shi, T Fletcher, GMJ Watson, J Wharton, ...
Radiology 283 (2), 381-390, 2017
A bi-ventricular cardiac atlas built from 1000+ high resolution MR images of healthy subjects and an analysis of shape and motion
W Bai, W Shi, A de Marvao, TJW Dawes, DP O’Regan, SA Cook, ...
Medical image analysis 26 (1), 133-145, 2015
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
Genetic variants associated with cancer therapy–induced cardiomyopathy
P Garcia-Pavia, Y Kim, MA Restrepo-Cordoba, IG Lunde, H Wakimoto, ...
Circulation 140 (1), 31-41, 2019
Body fat is associated with reduced aortic stiffness until middle age
B Corden, NG Keenan, ASM de Marvao, TJW Dawes, A DeCesare, ...
Hypertension 61 (6), 1322-1327, 2013
Geodesic patch-based segmentation
Z Wang, KK Bhatia, B Glocker, A Marvao, T Dawes, K Misawa, K Mori, ...
International conference on medical image computing and computer-assisted …, 2014
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
Quantitative approaches to variant classification increase the yield and precision of genetic testing in Mendelian diseases: the case of hypertrophic cardiomyopathy
R Walsh, F Mazzarotto, N Whiffin, R Buchan, W Midwinter, A Wilk, N Li, ...
Genome medicine 11 (1), 1-18, 2019
Reevaluating the genetic contribution of monogenic dilated cardiomyopathy
F Mazzarotto, U Tayal, RJ Buchan, W Midwinter, A Wilk, N Whiffin, ...
Circulation 141 (5), 387-398, 2020
Stratified decision forests for accurate anatomical landmark localization in cardiac images
O Oktay, W Bai, R Guerrero, M Rajchl, A de Marvao, DP O’Regan, ...
IEEE transactions on medical imaging 36 (1), 332-342, 2016
Population-based studies of myocardial hypertrophy: high resolution cardiovascular magnetic resonance atlases improve statistical power
A de Marvao, TJW Dawes, W Shi, C Minas, NG Keenan, T Diamond, ...
Journal of cardiovascular magnetic resonance 16 (1), 1-10, 2014
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
Precursors of hypertensive heart phenotype develop in healthy adults: a high-resolution 3D MRI study
A de Marvao, TJW Dawes, W Shi, G Durighel, D Rueckert, SA Cook, ...
JACC: Cardiovascular Imaging 8 (11), 1260-1269, 2015
Moderate physical activity in healthy adults is associated with cardiac remodeling
TJW Dawes, B Corden, S Cotter, A de Marvao, R Walsh, JS Ware, ...
Circulation: Cardiovascular Imaging 9 (8), e004712, 2016
Deep nested level sets: Fully automated segmentation of cardiac MR images in patients with pulmonary hypertension
J Duan, J Schlemper, W Bai, TJW Dawes, G Bello, G Doumou, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2018
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