Multi-centre, multi-vendor and multi-disease cardiac segmentation: the M&Ms challenge VM Campello, P Gkontra, C Izquierdo, C Martin-Isla, A Sojoudi, PM Full, ...
IEEE Transactions on Medical Imaging 40 (12), 3543-3554, 2021
403 2021 Image-based cardiac diagnosis with machine learning: a review C Martin-Isla, VM Campello, C Izquierdo, Z Raisi-Estabragh, B Baeßler, ...
Frontiers in cardiovascular medicine 7, 1, 2020
215 2020 Cardiac magnetic resonance radiomics: basic principles and clinical perspectives Z Raisi-Estabragh, C Izquierdo, VM Campello, C Martin-Isla, A Jaggi, ...
European Heart Journal-Cardiovascular Imaging 21 (4), 349-356, 2020
93 2020 Cardiac segmentation on late gadolinium enhancement MRI: a benchmark study from multi-sequence cardiac MR segmentation challenge X Zhuang, J Xu, X Luo, C Chen, C Ouyang, D Rueckert, VM Campello, ...
Medical Image Analysis 81, 102528, 2022
78 2022 Deep learning segmentation of the right ventricle in cardiac MRI: the M&Ms challenge C Martín-Isla, VM Campello, C Izquierdo, K Kushibar, C Sendra-Balcells, ...
IEEE Journal of Biomedical and Health Informatics 27 (7), 3302-3313, 2023
51 2023 Combining multi-sequence and synthetic images for improved segmentation of late gadolinium enhancement cardiac MRI VM Campello, C Martín-Isla, C Izquierdo, SE Petersen, MAG Ballester, ...
Statistical Atlases and Computational Models of the Heart. Multi-Sequence …, 2020
35 2020 Canonical realization of ( C Batlle, V Campello, J Gomis
Physical Review D 96 (2), 025004, 2017
26 2017 Prediction of incident cardiovascular events using machine learning and CMR radiomics ER Pujadas, Z Raisi-Estabragh, L Szabo, C McCracken, CI Morcillo, ...
European radiology 33 (5), 3488-3500, 2023
22 2023 Radiomics-based classification of left ventricular non-compaction, hypertrophic cardiomyopathy, and dilated cardiomyopathy in cardiovascular magnetic resonance C Izquierdo, G Casas, C Martin-Isla, VM Campello, A Guala, P Gkontra, ...
Frontiers in Cardiovascular Medicine 8, 764312, 2021
22 2021 Generalisability of fetal ultrasound deep learning models to low-resource imaging settings in five African countries C Sendra-Balcells, VM Campello, J Torrents-Barrena, YA Ahmed, ...
Scientific reports 13 (1), 2728, 2023
20 2023 Minimising Multi-Centre Radiomics Variability Through Image Normalisation: A Pilot Study VM Campello, C Martín-Isla, C Izquierdo, A Guala, ...
Scientific Reports 12 (12532), 2022
19 2022 Style curriculum learning for robust medical image segmentation Z Liu, V Manh, X Yang, X Huang, K Lekadir, V Campello, N Ravikumar, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021
19 2021 Layer ensembles: A single-pass uncertainty estimation in deep learning for segmentation K Kushibar, V Campello, L Garrucho, A Linardos, P Radeva, K Lekadir
International Conference on Medical Image Computing and Computer-Assisted …, 2022
18 2022 Stacked BCDU-Net with semantic CMR synthesis: Application to myocardial pathology segmentation challenge C Martín-Isla, M Asadi-Aghbolaghi, P Gkontra, VM Campello, S Escalera, ...
Myocardial Pathology Segmentation Combining Multi-Sequence Cardiac Magnetic …, 2020
16 2020 A canonical realization of the Weyl BMS symmetry C Batlle, V Campello, J Gomis
Physics Letters B 811, 135920, 2020
15 2020 Image‐Based Biological Heart Age Estimation Reveals Differential Aging Patterns Across Cardiac Chambers AM Salih, ER Pujadas, VM Campello, C McCracken, NC Harvey, ...
Journal of Magnetic Resonance Imaging 58 (6), 1797-1812, 2023
14 2023 Atrial fibrillation prediction by combining ECG markers and CMR radiomics ER Pujadas, Z Raisi-Estabragh, L Szabo, CI Morcillo, VM Campello, ...
Scientific Reports 12 (1), 18876, 2022
12 2022 Domain generalization in deep learning for contrast-enhanced imaging C Sendra-Balcells, VM Campello, C Martín-Isla, D Viladés, ML Descalzo, ...
Computers in Biology and Medicine 149, 106052, 2022
11 2022 Cardiac aging synthesis from cross-sectional data with conditional generative adversarial networks VM Campello, T Xia, X Liu, P Sanchez, C Martín-Isla, SE Petersen, ...
Frontiers in Cardiovascular Medicine 9, 983091, 2022
11 2022 Mathematical abilities in school-aged children: a structural magnetic resonance imaging analysis with radiomics V Pina, VM Campello, K Lekadir, S Seguí, JM García-Santos, LJ Fuentes
Frontiers in neuroscience 16, 819069, 2022
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Karim LekadirICREA Research Professor, Universitat de BarcelonaAdresse e-mail validée de ub.edu