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Avan Suinesiaputra
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The Cardiac Atlas Project—an imaging database for computational modeling and statistical atlases of the heart
CG Fonseca, M Backhaus, DA Bluemke, RD Britten, JD Chung, ...
Bioinformatics 27 (16), 2288-2295, 2011
2992011
Machine learning in cardiovascular magnetic resonance: basic concepts and applications
T Leiner, D Rueckert, A Suinesiaputra, B Baeßler, R Nezafat, I Išgum, ...
Journal of Cardiovascular Magnetic Resonance 21 (1), 61, 2019
2052019
A collaborative resource to build consensus for automated left ventricular segmentation of cardiac MR images
A Suinesiaputra, BR Cowan, AO Al-Agamy, MA Elattar, N Ayache, ...
Medical image analysis 18 (1), 50-62, 2014
2022014
Quantification of LV function and mass by cardiovascular magnetic resonance: multi-center variability and consensus contours
A Suinesiaputra, DA Bluemke, BR Cowan, MG Friedrich, CM Kramer, ...
Journal of cardiovascular magnetic resonance 17, 1-8, 2015
1772015
Automated detection of regional wall motion abnormalities based on a statistical model applied to multislice short-axis cardiac MR images
A Suinesiaputra, AF Frangi, TAM Kaandorp, HJ Lamb, JJ Bax, ...
IEEE Transactions on Medical Imaging 28 (4), 595-607, 2009
1102009
Left ventricular shape variation in asymptomatic populations: the multi-ethnic study of atherosclerosis
P Medrano-Gracia, BR Cowan, B Ambale-Venkatesh, DA Bluemke, J Eng, ...
Journal of Cardiovascular Magnetic Resonance 16 (1), 56, 2014
992014
Atlas-based quantification of cardiac remodeling due to myocardial infarction
X Zhang, BR Cowan, DA Bluemke, JP Finn, CG Fonseca, AH Kadish, ...
PloS one 9 (10), e110243, 2014
932014
4DFlowNet: super-resolution 4D flow MRI using deep learning and computational fluid dynamics
E Ferdian, A Suinesiaputra, DJ Dubowitz, D Zhao, A Wang, B Cowan, ...
Frontiers in Physics 8, 138, 2020
872020
Statistical shape modeling of the left ventricle: myocardial infarct classification challenge
A Suinesiaputra, P Ablin, X Alba, M Alessandrini, J Allen, W Bai, S Cimen, ...
IEEE journal of biomedical and health informatics 22 (2), 503-515, 2017
872017
Right ventricular shape and function: cardiovascular magnetic resonance reference morphology and biventricular risk factor morphometrics in UK Biobank
C Mauger, K Gilbert, AM Lee, MM Sanghvi, N Aung, K Fung, V Carapella, ...
Journal of Cardiovascular Magnetic Resonance 21 (1), 41, 2019
652019
Fully-automated left ventricular mass and volume MRI analysis in the UK Biobank population cohort: evaluation of initial results
A Suinesiaputra, MM Sanghvi, N Aung, JM Paiva, F Zemrak, K Fung, ...
The international journal of cardiovascular imaging 34, 281-291, 2018
622018
Big heart data: advancing health informatics through data sharing in cardiovascular imaging
A Suinesiaputra, P Medrano-Gracia, BR Cowan, AA Young
IEEE journal of biomedical and health informatics 19 (4), 1283-1290, 2014
582014
Independent left ventricular morphometric atlases show consistent relationships with cardiovascular risk factors: a UK biobank study
K Gilbert, W Bai, C Mauger, P Medrano-Gracia, A Suinesiaputra, AM Lee, ...
Scientific reports 9 (1), 1130, 2019
562019
Fully automated myocardial strain estimation from cardiovascular MRI–tagged images using a deep learning framework in the UK Biobank
E Ferdian, A Suinesiaputra, K Fung, N Aung, E Lukaschuk, A Barutcu, ...
Radiology: Cardiothoracic Imaging 2 (1), e190032, 2020
502020
Left ventricular segmentation challenge from cardiac MRI: a collation study
A Suinesiaputra, BR Cowan, JP Finn, CG Fonseca, AH Kadish, DC Lee, ...
Statistical Atlases and Computational Models of the Heart. Imaging and …, 2012
492012
Atlas-based analysis of cardiac shape and function: correction of regional shape bias due to imaging protocol for population studies
P Medrano-Gracia, BR Cowan, DA Bluemke, JP Finn, AH Kadish, DC Lee, ...
Journal of Cardiovascular Magnetic Resonance 15 (1), 80, 2013
452013
Predicting myocardial infarction through retinal scans and minimal personal information
A Diaz-Pinto, N Ravikumar, R Attar, A Suinesiaputra, Y Zhao, E Levelt, ...
Nature Machine Intelligence 4 (1), 55-61, 2022
412022
Atlas-based ventricular shape analysis for understanding congenital heart disease
G Farrar, A Suinesiaputra, K Gilbert, JC Perry, S Hegde, A Marsden, ...
Progress in pediatric cardiology 43, 61-69, 2016
352016
Dense multiscale motion extraction from cardiac cine MR tagging using HARP technology
L Florack, H van Assen, A Suinesiaputra
2007 IEEE 11th International Conference on Computer Vision, 1-8, 2007
332007
Domain-adversarial learning for multi-centre, multi-vendor, and multi-disease cardiac MR image segmentation
CM Scannell, A Chiribiri, M Veta
Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC …, 2021
302021
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