| 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 | 558 | 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 | 251 | 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 | 120 | 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 | 113 | 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 | 96 | 2023 |
| 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 | 55 | 2023 |
| 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 | 41 | 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 | 41 | 2020 |
| 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 | 34 | 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 | 30 | 2022 |
| Canonical realization of ()-dimensional Bondi-Metzner-Sachs symmetry C Batlle, V Campello, J Gomis Physical Review D 96 (2), 025004, 2017 | 30 | 2017 |
| 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 | 28 | 2022 |
| Fetal head and pubic symphysis segmentation in intrapartum ultrasound image using a dual-path boundary-guided residual network Z Chen, Y Lu, S Long, VM Campello, J Bai, K Lekadir IEEE journal of biomedical and health informatics 28 (8), 4648-4659, 2024 | 25 | 2024 |
| Style curriculum learning for robust medical image segmentation Z Liu, V Manh, X Yang, X Huang, K Lekadir, V Campello, N Ravikumar, ... International Conference on Medical Image Computing and Computer-Assisted …, 2021 | 25 | 2021 |
| 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 | 23 | 2022 |
| Efficient medsams: Segment anything in medical images on laptop J Ma, F Li, S Kim, R Asakereh, BH Le, DK Nguyen-Vu, A Pfefferle, M Wei, ... arXiv preprint arXiv:2412.16085, 2024 | 21 | 2024 |
| 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 | 21 | 2023 |
| 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 CMR challenge, 1-16, 2020 | 21 | 2020 |
| 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 | 19 | 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 | 19* | 2022 |
Karim LekadirICREA Research Professor, Universitat de BarcelonaVerified email at ub.edu
