Carlos Martín-Isla
Carlos Martín-Isla
PhD student UB
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Cited by
Cited by
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
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
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
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, ...
International Workshop on Statistical Atlases and Computational Models of …, 2019
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
Image-based cardiac diagnosis with machine learning: a review. Front Cardiovasc Med. 2020; 7: 1
C Martin-Isla, VM Campello, C Izquierdo, Z Raisi-Estabragh, B Baessler, ...
Epub 2020/02/11. https://doi. org/10.3389/fcvm. 2020.00001. PubMed PMID …, 2020
MyoPS: A Benchmark of Myocardial Pathology Segmentation Combining Three-Sequence Cardiac Magnetic Resonance Images
L Li, F Wu, S Wang, X Luo, C Martin-Isla, S Zhai, J Zhang, Y Liu, Z Zhang, ...
arXiv preprint arXiv:2201.03186, 2022
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
Multi-center, multi-vendor automated segmentation of left ventricular anatomy in contrast-enhanced MRI
C Sendra-Balcells, VM Campello, C Martín-Isla, DV Medel, ML Descalzo, ...
arXiv preprint arXiv:2110.07360, 2021
Domain generalization in deep learning for contrast-enhanced imaging
C Sendra-Balcells, VM Campello, C Martín-Isla, DV Medel, ML Descalzo, ...
Computers in Biology and Medicine, 106052, 2022
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), 1-10, 2022
Statistical Atlases and Computational Models of the Heart. Multi-Disease, Multi-View, and Multi-Center Right Ventricular Segmentation in Cardiac MRI Challenge: 12th …
EP Antón, M Pop, C Martín-Isla, M Sermesant, A Suinesiaputra, O Camara, ...
Springer Nature, 2022
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
A computational and visualisation tool for investigating associations between cardiac radiomics, risk factors and clinical data
N Phloyngam
Combining Radiomics and Disease State Index for interactive patient space visualization
C Martín Isla
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, 0
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