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Carlo Biffi
Carlo Biffi
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Year
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
2262017
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
1562019
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
1242019
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
622019
Self-supervision with superpixels: Training few-shot medical image segmentation without annotation
C Ouyang, C Biffi, C Chen, T Kart, H Qiu, D Rueckert
European Conference on Computer Vision, 762-780, 2020
542020
Learning interpretable anatomical features through deep generative models: Application to cardiac remodeling
C Biffi, O Oktay, G Tarroni, W Bai, AD Marvao, G Doumou, M Rajchl, ...
International conference on medical image computing and computer-assisted …, 2018
502018
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
442019
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
372019
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
272018
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, 2018
262018
Explainable anatomical shape analysis through deep hierarchical generative models
C Biffi, JJ Cerrolaza, G Tarroni, W Bai, A De Marvao, O Oktay, C Ledig, ...
IEEE transactions on medical imaging 39 (6), 2088-2099, 2020
252020
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, ...
IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019), 1643-1646, 2019
152019
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, 2019
122019
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
112021
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 21 (4), 417-427, 2020
92020
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
32019
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
32018
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
32018
Outcomes and phenotypic expression of rare variants in hypertrophic cardiomyopathy genes amongst UK Biobank participants
A de Marvao, KA McGurk, SL Zheng, M Thanaj, W Bai, J Duan, C Biffi, ...
medRxiv, 2021
22021
Many-Shot from Low-Shot: Learning to Annotate Using Mixed Supervision for Object Detection
C Biffi, S McDonagh, P Torr, A Leonardis, S Parisot
European Conference on Computer Vision, 35-50, 2020
12020
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