| 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 | 275 | 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 | 164 | 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 | 85 | 2020 |
| 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 |
| 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 | 17 | 2023 |
| New imaging signatures of cardiac alterations in ischaemic heart disease and cerebrovascular disease using CMR radiomics E Rauseo, C Izquierdo Morcillo, Z Raisi-Estabragh, P Gkontra, N Aung, ... Frontiers in Cardiovascular Medicine 8, 716577, 2021 | 16 | 2021 |
| 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 | 15 | 2021 |
| Minimising multi-centre radiomics variability through image normalisation: a pilot study VM Campello, C Martín-Isla, C Izquierdo, A Guala, JFR Palomares, ... Scientific reports 12 (1), 12532, 2022 | 12 | 2022 |
| 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 | 10 | 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 | 4 | 2022 |
| Cardiac magnetic resonance radiomics for prediction of incident heart failure: a feasibility study in the UK Biobank Imaging cohort L Szabo, E Ruiz Pujadas, C McCracken, C Izquierdo, VM Campello, ... European Heart Journal 43 (Supplement_2), ehac544. 935, 2022 | | 2022 |
Karim LekadirICREA Research Professor, Universitat de BarcelonaVerified email at ub.edu
