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Cristian Izquierdo Morcillo
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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
2872021
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
1672020
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
872020
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
352020
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
192023
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
172021
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
172021
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
122022
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
102023
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
62022
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
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