Gabriel Bernardino

16
Documents

Publications

Publications

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Hierarchical data integration with Gaussian processes: application to the characterization of cardiac ischemia-reperfusion patterns

Benoit Freiche , Gabriel Bernardino , Romain Deleat-Besson , Patrick Clarysse , Nicolas Duchateau

IEEE Transactions on Medical Imaging, In press, 44 (3), pp.1529-1540. ⟨10.1109/TMI.2024.3512175⟩

Article dans une revue hal-04825173v1

AI-Based Strain Estimation in Echocardiography Using Open and Collaborative Data

Nicolas Duchateau , Gabriel Bernardino

JACC: Cardiovascular Imaging, 2024, 17 (8), pp.877-879. ⟨10.1016/j.jcmg.2024.05.020⟩

Article dans une revue hal-04805284v1
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Association of central obesity with unique cardiac remodelling in young adults born small for gestational age

Gabriel Bernardino , Álvaro Sepúlveda-Martínez , Mérida Rodríguez-López , Susanna Prat-González , Carolina Pajuelo et al.

European Heart Journal - Cardiovascular Imaging, 2023, ⟨10.1093/ehjci/jeac262⟩

Article dans une revue hal-03953748v1

Volumetric parcellation of the cardiac right ventricle for regional geometric and functional assessment

Gabriel Bernardino , Amir Hodzic , Helene Langet , Damien Legallois , Mathieu de Craene et al.

Medical Image Analysis, 2021, 71, ⟨10.1016/j.media.2021.102044⟩

Article dans une revue hal-04329322v1
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right ventricular global and regional remodeling in american-style football athletes: a longitudinal 3d echocardiographic study

Amir Hodzic , Gabriel Bernardino , Damien Legallois , Patrick Gendron , Helene Langet et al.

APPLIED SCIENCES-BASEL, 2021, 11 (8), ⟨10.3390/app11083357⟩

Article dans une revue hal-04329323v1

A rule‐based method to model myocardial fiber orientation in cardiac biventricular geometries with outflow tracts

Rubén Doste , David Soto‐iglesias , Gabriel Bernardino , Alejandro Alcaine , Rafael Sebastian et al.

International Journal for Numerical Methods in Biomedical Engineering, 2019, International Journal for Numerical Methods in Biomedical Engineering, 35 (4), ⟨10.1002/cnm.3185⟩

Article dans une revue hal-02128531v1
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Localizing cardiac dyssynchrony in M-mode echocardiography with attention maps

Marta Saiz-Vivó , Isaac Capallera , Nicolas Duchateau , Gabriel Bernardino , Gemma Piella et al.

12th International Conference on Functional Imaging and Modeling of the Heart, Jun 2023, Lyon, France. pp.688-697

Communication dans un congrès hal-04096726v1
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Which anatomical directions to quantify local right ventricular strain in 3D echocardiography?

Maxime Di Folco , Thomas Dargent , Gabriel Bernardino , Patrick Clarysse , Nicolas Duchateau

12th International Conference on Functional Imaging and Modeling of the Heart, Jun 2023, Lyon, France. pp.607-615

Communication dans un congrès hal-04096724v1
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Strainger things: discrete differential geometry for transporting right ventricular deformation across meshes

Gabriel Bernardino , Thomas Dargent , Oscar Camara , Nicolas Duchateau

12th International Conference on Functional Imaging and Modeling of the Heart, Jun 2023, Lyon, France. pp.338-346, ⟨10.1007/978-3-031-35302-4_35⟩

Communication dans un congrès hal-04096720v1

Machine learning for the generation of personalized image analysis protocol in echocardiography: a pilot study in arterial hypertension

Gabriel Bernardino , Filip Loncaric , Anders Jonsson , Pablo-Miki Marti Castellote , Marta Sitges et al.

EACVI Congress, 2023, Barcelone, Spain. ⟨10.1093/ehjci/jead119.353⟩

Communication dans un congrès hal-04825200v1
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Hierarchical Multi-modality Prediction Model to Assess Obesity-Related Remodelling

Gabriel Bernardino , Patrick Clarysse , Álvaro Sepúlveda-Martínez , Mérida Rodríguez-López , Susanna Prat-Gonzàlez et al.

Statistical Atlases and Computational Modelling of the Heart, 2021, Strasbourg, France. pp.103-112, ⟨10.1007/978-3-030-93722-5_12⟩

Communication dans un congrès hal-03536022v1
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Reinforcement learning for active modality selection during diagnosis

Gabriel Bernardino , Anders Jonsson , Filip Loncaric , Pablo-Miki Marti Castellote , Marta Sitges et al.

25th International Conference on Medical Image Computing and Computer Assisted Intervention, Sep 2022, Singapore, Singapore

Communication dans un congrès hal-03752018v1

A Rule-Based Method to Model Myocardial Fiber Orientation for Simulating Ventricular Outflow Tract Arrhythmias

Rubén Doste , David Soto-Iglesias , Gabriel Bernardino , Rafael Sebastian , Sophie Giffard-Roisin et al.

Functional imaging and modelling of the heart 2017, Jun 2017, Toronto, Canada. ⟨10.1007/978-3-319-59448-4_33⟩

Communication dans un congrès hal-01533389v1