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Xabier Morales Ferez
Xabier Morales Ferez
PhD, Data Scientist at Sanofi
Email confirmado em upf.edu - Página inicial
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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
492021
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
462021
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
292022
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
262020
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
202021
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
122021
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
82021
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
82021
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
72024
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
72021
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
72021
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
32021
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
32021
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
32021
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
22018
Towards real-time optimization of left atrial appendage occlusion device placement through physics-informed neural networks
X Morales, C Albors, J Mill, O Camara
International Workshop on Statistical Atlases and Computational Models of …, 2022
12022
Impact of left atrial appendage occlusion in atrial flow evaluated through 4D flow cardiac magnetic resonance
I Anduaga Elorza, X Morales Ferez, P Cepas Guillen, P Casademunt, ...
European Heart Journal 45 (Supplement_1), ehae666. 615, 2024
2024
Feasibility of 4D Flow Cardiac Magnetic Resonance Imaging for Imaging Surveillance After LAAO
XM Ferez, P Cepas-Guillén, P Casademunt, A Doltra, J Mill, ...
Cardiovascular Interventions 17 (15), 1840-1842, 2024
2024
Left Atrial Haemodynamics by 4D Flow Cardiovascular Magnetic Resonance: A Comparative Study with Transthoracic Echo
A Elsayed, X Morales, D Zhao, F Loncaric, G Quill, E Ferdian, A Hasaballa, ...
Heart, Lung and Circulation 33, S198, 2024
2024
Characterization of left atrial hemodynamics with 4D flow magnetic resonance imaging, in-silico models and deep learning
X Morales Ferez
Universitat Pompeu Fabra, 2024
2024
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