Giacomo Tarroni
Giacomo Tarroni
Research Fellow, Imperial College London
Verified email at imperial.ac.uk
TitleCited byYear
Standardized cardiovascular magnetic resonance imaging (CMR) protocols, society for cardiovascular magnetic resonance: board of trustees task force on standardized protocols
CM Kramer, J Barkhausen, SD Flamm, RJ Kim, E Nagel
Journal of Cardiovascular Magnetic Resonance 10 (1), 35, 2008
4912008
Automated cardiovascular magnetic resonance image analysis with fully convolutional networks
W Bai, M Sinclair, G Tarroni, O Oktay, M Rajchl, G Vaillant, AM Lee, ...
Journal of Cardiovascular Magnetic Resonance 20 (1), 65, 2018
562018
Semi-supervised learning for network-based cardiac MR image segmentation
W Bai, O Oktay, M Sinclair, H Suzuki, M Rajchl, G Tarroni, B Glocker, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2017
372017
Myocardial perfusion: near-automated evaluation from contrast-enhanced MR images obtained at rest and during vasodilator stress
G Tarroni, C Corsi, PF Antkowiak, F Veronesi, CM Kramer, FH Epstein, ...
Radiology 265 (2), 576-583, 2012
322012
Left ventricular modelling: a quantitative functional assessment tool based on cardiac magnetic resonance imaging
CA Conti, E Votta, C Corsi, D De Marchi, G Tarroni, M Stevanella, ...
Interface Focus 1 (3), 384-395, 2011
242011
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
132018
Human-level CMR image analysis with deep fully convolutional networks
W Bai, M Sinclair, G Tarroni, O Oktay, M Rajchl, G Vaillant, AM Lee, ...
132017
A supervised learning approach for the robust detection of heart beat in plethysmographic data
E Grisan, G Cantisani, G Tarroni, SK Yoon, M Rossi
2015 37th Annual International Conference of the IEEE Engineering in …, 2015
112015
Estimation of prenatal aorta intima-media thickness from ultrasound examination
E Veronese, G Tarroni, S Visentin, E Cosmi, MG Linguraru, E Grisan
Physics in Medicine & Biology 59 (21), 6355, 2014
102014
Learning under distributed weak supervision
M Rajchl, MCH Lee, F Schrans, A Davidson, J Passerat-Palmbach, ...
arXiv preprint arXiv:1606.01100, 2016
92016
MRI-based quantification of myocardial perfusion at rest and stress using automated frame-by-frame segmentation and non-rigid registration
G Tarroni, AR Patel, F Veronesi, J Walter, C Lamberti, RM Lang, ...
2010 Computing in Cardiology, 1-4, 2010
92010
Prosthetic component segmentation with blur compensation: a fast method for 3D fluoroscopy
G Tarroni, L Tersi, C Corsi, R Stagni
Medical & biological engineering & computing 50 (6), 631-640, 2012
82012
Learning disentangled representations with reference-based variational autoencoders
A Ruiz, O Martinez, X Binefa, J Verbeek
arXiv preprint arXiv:1901.08534, 2019
52019
Learning-based quality control for cardiac MR images
G Tarroni, O Oktay, W Bai, A Schuh, H Suzuki, J Passerat-Palmbach, ...
IEEE transactions on medical imaging 38 (5), 1127-1138, 2018
52018
Recurrent neural networks for aortic image sequence segmentation with sparse annotations
W Bai, H Suzuki, C Qin, G Tarroni, O Oktay, PM Matthews, D Rueckert
International Conference on Medical Image Computing and Computer-Assisted …, 2018
42018
Learning-based heart coverage estimation for short-axis cine cardiac MR images
G Tarroni, O Oktay, W Bai, A Schuh, H Suzuki, J Passerat-Palmbach, ...
International Conference on Functional Imaging and Modeling of the Heart, 73-82, 2017
42017
Semiautomatic detection of villi in confocal endoscopy for the evaluation of celiac disease
D Boschetto, H Mirzaei, RWL Leong, G Tarroni, E Grisan
2015 37th Annual International Conference of the IEEE Engineering in …, 2015
42015
Automatic quantification of cardiac scar extent from late gadolinium enhancement magnetic resonance imaging
C Corsi, G Tarroni, A Tornani, S Severi, C Lamberti
2011 Computing in Cardiology, 405-408, 2011
42011
Fully-automated identification and segmentation of aortic lumen from fetal ultrasound images
G Tarroni, S Visentin, E Cosmi, E Grisan
2015 37th Annual International Conference of the IEEE Engineering in …, 2015
32015
Fully automated assessment of left ventricular volumes, function and mass from cardiac MRI
M Marino, F Veronesi, G Tarroni, V Mor-Avi, AR Patel, C Corsi
Computing in Cardiology 2014, 109-112, 2014
32014
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Articles 1–20