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Timothy Dawes
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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
7602017
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
4422015
Cardiac image super-resolution with global correspondence using multi-atlas patchmatch
W Shi, J Caballero, C Ledig, X Zhuang, W Bai, K Bhatia, ...
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2013: 16th …, 2013
2942013
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
2872017
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
2272019
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
2272017
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
2002019
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
1812020
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
1562015
Genetic and functional insights into the fractal structure of the heart
HV Meyer, TJW Dawes, M Serrani, W Bai, P Tokarczuk, J Cai, ...
Nature 584 (7822), 589-594, 2020
1072020
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
992013
Geodesic patch-based segmentation
Z Wang, KK Bhatia, B Glocker, A Marvao, T Dawes, K Misawa, K Mori, ...
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2014: 17th …, 2014
842014
Training improves medical student performance in image interpretation
TJW Dawes, SL Vowler, CMC Allen, AK Dixon
The British journal of radiology 77 (921), 775-776, 2004
572004
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), 16, 2014
542014
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
522021
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
462016
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, ...
Cardiovascular Imaging 8 (11), 1260-1269, 2015
432015
Relationship between body composition and left ventricular geometry using three dimensional cardiovascular magnetic resonance
B Corden, A de Marvao, TJ Dawes, W Shi, D Rueckert, SA Cook, ...
Journal of Cardiovascular Magnetic Resonance 18 (1), 32, 2016
422016
Artificial intelligence and the cardiologist: what you need to know for 2020
A de Marvao, TJW Dawes, JP Howard, DP O'Regan
Heart 106 (5), 399-400, 2020
402020
Supplementation with iron in pulmonary arterial hypertension. Two randomized crossover trials
LSGE Howard, J He, GMJ Watson, L Huang, J Wharton, Q Luo, DG Kiely, ...
Annals of the American Thoracic Society 18 (6), 981-988, 2021
392021
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