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Xabier Morales Ferez
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Deep Learning Framework for Real-Time Estimation of in-silico Thrombotic Risk Indices in the Left Atrial Appendage
X Morales Ferez, J Mill, KA Juhl, C Acebes, X Iriart, B Legghe, H Cochet, ...
Frontiers in Physiology 12, 694945, 2021
352021
Sensitivity analysis of in silico fluid simulations to predict thrombus formation after left atrial appendage occlusion
J Mill, V Agudelo, AL Olivares, MI Pons, E Silva, M Nuñez-Garcia, ...
Mathematics 9 (18), 2304, 2021
292021
Deep learning surrogate of computational fluid dynamics for thrombus formation risk in the left atrial appendage
X Morales, J Mill, KA Juhl, A Olivares, G Jimenez-Perez, RR Paulsen, ...
Statistical Atlases and Computational Models of the Heart. Multi-Sequence …, 2020
202020
Machine learning for the automatic assessment of aortic rotational flow and wall shear stress from 4D flow cardiac magnetic resonance imaging
J Garrido-Oliver, J Aviles, MM Córdova, L Dux-Santoy, A Ruiz-Muñoz, ...
European Radiology 32 (10), 7117-7127, 2022
172022
In-silico analysis of the influence of pulmonary vein configuration on left atrial haemodynamics and thrombus formation in a large cohort
J Mill, J Harrison, B Legghe, AL Olivares, X Morales, J Noailly, X Iriart, ...
International Conference on Functional Imaging and Modeling of the Heart …, 2021
132021
Domain adaptation for automatic aorta segmentation of 4D flow magnetic resonance imaging data from multiple vendor scanners
J Aviles, GDM Talou, O Camara, MM Córdova, XM Ferez, D Romero, ...
International Conference on Functional Imaging and Modeling of the Heart …, 2021
102021
4D flow magnetic resonance imaging for left atrial haemodynamic characterization and model calibration
X Morales, J Mill, G Delso, F Loncaric, A Doltra, X Freixa, M Sitges, ...
Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC …, 2021
72021
In-silico analysis of device-related thrombosis for different left atrial appendage occluder settings
E Planas, J Mill, AL Olivares, X Morales, MI Pons, X Iriart, H Cochet, ...
International Workshop on Statistical Atlases and Computational Models of …, 2021
62021
Implicit neural distance representation for unsupervised and supervised classification of complex anatomies
KA Juhl, X Morales, O De Backer, O Camara, RR Paulsen
Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021
62021
A cartesian grid representation of left atrial appendages for a deep learning estimation of thrombogenic risk predictors
C Acebes, X Morales, O Camara
Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC …, 2021
62021
Geometric deep learning for the assessment of thrombosis risk in the left atrial appendage
X Morales, J Mill, G Simeon, KA Juhl, O De Backer, RR Paulsen, ...
International Conference on Functional Imaging and Modeling of the Heart …, 2021
22021
Machine learning to automatically detect anatomical landmarks on phase-contrast enhanced magnetic resonance angiography
A Guala, M Mejia Cordova, X Morales, G Jimenez-Perez, L Dux-Santoy, ...
European Heart Journal-Cardiovascular Imaging 22 (Supplement_2), jeab090. 122, 2021
22021
Reinforcement machine learning-based aortic anatomical landmarks detection from phase-contrast enhanced magnetic resonance angiography
M Mejia Cordova, A Guala, X Morales, G Jimenez-Perez, L Dux-Santoy, ...
European Heart Journal-Cardiovascular Imaging 22 (Supplement_1), jeaa356. 286, 2021
22021
Awareness of the Internet of Things research regarding security and privacy risks
P Martí, X Morales, S Mantzagriotis, L Tadesse
Meta Res 45, 74, 2018
12018
The role of the pulmonary veins on left atrial flow patterns and thrombus formation
J Mill, J Harrison, M Saiz-Vivo, C Albors, X Morales, AL Olivares, X Iriart, ...
Scientific Reports 14 (1), 5860, 2024
2024
Left atrial haemodynamic evaluation using 4D flow cardiac magnetic resonance imaging: application to hypertension and hypertrophic cardiomyopathy
X Morales Ferez, A Elsayed, D Zhao, F Loncaric, G Quill, K Gilbert, ...
European Heart Journal 44 (Supplement_2), ehad655. 240, 2023
2023
4D Flow Cardiac Magnetic Resonance Atrial Flow Metrics in Early Ventricular Diastolic Dysfunction
A Elsayed, D Zhao, X Morales, G Quill, TB Gamage, B Lowe, M Legget, ...
Heart, Lung and Circulation 32, S222, 2023
2023
4D Flow Cardiovascular Magnetic Resonance-Derived Flow Biomarkers for Early Detection of Flow Abnormalities: A Multicohort New Zealand Based Study
A Elsayed, D Zhao, X Morales, G Quill, B Lowe, M Legget, R Doughty, ...
Heart, Lung and Circulation 32, S73, 2023
2023
Assessment of diastolic dysfunction markers in hypertrophic cardiomyopathy patients with 4D flow magnetic resonance imaging and Doppler echocardiography
F Lončarić, XM Ferez, G Delso, A Garcia-Alvarez, JM Tena, A Doltra, ...
Cardiologia Croatica 18 (5-6), 168-169, 2023
2023
Geometrical Deep Learning for the Estimation of Residence Time in the Left Atria
D Cañadas Gómez, X Morales Ferez, O Camara Rey
International Workshop on Statistical Atlases and Computational Models of …, 2022
2022
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