Carlo Biffi
Carlo Biffi
Verified email at imperial.ac.uk
TitleCited byYear
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, 2017
1102017
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, 2019
152019
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
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, 2019
11*2019
Three-dimensional cardiovascular imaging-genetics: a mass univariate framework
C Biffi, A de Marvao, MI Attard, TJW Dawes, N Whiffin, W Bai, W Shi, ...
Bioinformatics 34 (1), 97-103, 2017
92017
3D fetal skull reconstruction from 2DUS via deep conditional generative networks
JJ Cerrolaza, Y Li, C Biffi, A Gomez, M Sinclair, J Matthew, C Knight, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2018
62018
VS-Net: Variable splitting network for accelerated parallel MRI reconstruction
J Duan, J Schlemper, C Qin, C Ouyang, W Bai, C Biffi, G Bello, B Statton, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2019
12019
Combining Deep Learning and Shape Priors for Bi-Ventricular Segmentation of Volumetric Cardiac Magnetic Resonance Images
J Duan, J Schlemper, W Bai, TJW Dawes, G Bello, C Biffi, G Doumou, ...
International Workshop on Shape in Medical Imaging, 258-267, 2018
12018
Learning Shape Priors for Robust Cardiac MR Segmentation from Multi-view Images
C Chen, C Biffi, G Tarroni, S Petersen, W Bai, D Rueckert
International Conference on Medical Image Computing and Computer-Assisted …, 2019
2019
Data Efficient Unsupervised Domain Adaptation For Cross-modality Image Segmentation
C Ouyang, K Kamnitsas, C Biffi, J Duan, D Rueckert
International Conference on Medical Image Computing and Computer-Assisted …, 2019
2019
Sex and regional differences in myocardial plasticity in aortic stenosis are revealed by 3D model machine learning
AN Bhuva, TA Treibel, A De Marvao, C Biffi, TJW Dawes, G Doumou, ...
European Heart Journal-Cardiovascular Imaging, 2019
2019
Explainable Shape Analysis through Deep Hierarchical Generative Models: Application to Cardiac Remodeling
C Biffi, JJ Cerrolaza, G Tarroni, W Bai, O Oktay, LL Folgoc, K Kamnitsas, ...
arXiv preprint arXiv:1907.00058, 2019
2019
3D High-Resolution Cardiac Segmentation Reconstruction from 2D Views using Conditional Variational Autoencoders
C Biffi, JJ Cerrolaza, G Tarroni, A de Marvao, SA Cook, DP O'Regan, ...
arXiv preprint arXiv:1902.11000, 2019
2019
Generalising Deep Learning MRI Reconstruction across Different Domains
C Ouyang, J Schlemper, C Biffi, G Seegoolam, J Caballero, AN Price, ...
arXiv preprint arXiv:1902.10815, 2019
2019
Metabolic pathways associated with right ventricular adaptation to pulmonary hypertension: 3D analysis of cardiac magnetic resonance imaging
MI Attard, TJW Dawes, A de Marvao, C Biffi, W Shi, J Wharton, CJ Rhodes, ...
European Heart Journal-Cardiovascular Imaging 20 (6), 668-676, 2018
2018
Septal hypertrophy in aortic stenosis and its regression after valve replacement is more plastic in males than females: insights from 3D machine learning approach: P5470
A Bhuva, T Treibel, A De Marvao, C Biffi, T Dawes, G Doumou, W Bai, ...
European Heart Journal 39, 2018
2018
Fetal Skull Reconstruction via Deep Convolutional Autoencoders
JJ Cerrolaza, Y Li, C Biffi, A Gomez, J Matthew, M Sinclair, C Gupta, ...
2018 40th Annual International Conference of the IEEE Engineering in …, 2018
2018
Defining the effects of genetic variation using machine learning analysis of CMRS
A Marvao, C Biffi, R Walsh, G Doumou, T Dawes, W Shi, W Bai, A Berry, ...
Heart 104 (Suppl_5), 2018
2018
Introducing Anatomical Knowledge to A Deep Learning Approach for Segmentation of Cardiac Magnetic Resonance Images
J Duan, J Schlemper, W Bai, TJW Dawes, G Bello, C Biffi, A De Marvao, ...
2018
In severe aortic stenosis, decreased systemic vascular resistance is associated with a larger, thicker walled ventricle except for the septum
A Bhuva, T Treibel, G Doumou, A De Marvao, C Biffi, T Dawes, S Jones, ...
Artery Research 20, 107, 2017
2017
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