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Víctor M. Campello
Víctor M. Campello
Verified email at ub.edu
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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
1272021
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, 1, 2020
962020
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
472020
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
342022
Combining Multi-Sequence and Synthetic Images for Improved Segmentation of Late Gadolinium Enhancement Cardiac MRI
VM Campello, C Martín-Isla, C Izquierdo, SE Petersen, ...
Statistical Atlases and Computational Models of the Heart. Multi-Sequence …, 0
25*
Canonical realization of ()-dimensional Bondi-Metzner-Sachs symmetry
C Batlle, V Campello, J Gomis
Physical Review D 96 (2), 025004, 2017
212017
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
102020
A canonical realization of the Weyl BMS symmetry
C Batlle, V Campello, J Gomis
Physics Letters B 811, 135920, 2020
82020
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, 1502, 2021
62021
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
52021
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
1*2022
Polyharmonic Green Functions and Nonlocal BMS Transformations of a Free Scalar Field
C Batlle, V Campello, J Gomis
arXiv preprint arXiv:2207.12299, 2022
12022
Minimising Multi-Centre Radiomics Variability Through Image Normalisation: A Pilot Study
VM Campello, C Martín-Isla, C Izquierdo, A Guala, ...
12022
nn-UNet Training on CycleGAN-Translated Images for Cross-modal Domain Adaptation in Biomedical Imaging
S Joshi, R Osuala, C Martín-Isla, VM Campello, C Sendra-Balcells, ...
International MICCAI Brainlesion Workshop, 540-551, 2022
12022
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, 512, 2022
1*2022
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), 1-15, 2022
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
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, 2693, 2022
2022
Generalisability of deep learning models in low-resource imaging settings: A fetal ultrasound study in 5 African countries
C Sendra-Balcells, VM Campello, J Torrents-Barrena, YA Ahmed, ...
arXiv preprint arXiv:2209.09610, 2022
2022
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
2022
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