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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
1122021
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
832020
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
412020
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
232019
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, 1209, 2021
62021
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
32021
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
2022
Feature selection from large-scale radiomics data: Application to heart disease diagnosis
C Izquierdo Morcillo
2018
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Articles 1–8