Gabriel Bernardino

Publications

Article dans une revue (6)

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
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 Pajueloet 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 Craeneet al. Medical Image Analysis, 2021, 71, ⟨10.1016/j.media.2021.102044⟩ Article dans une revue hal-04329322v1
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 Langetet 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 Sebastianet 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

Communication dans un congrès (7)

Localizing cardiac dyssynchrony in M-mode echocardiography with attention maps Marta Saiz-Vivó,Isaac Capallera,Nicolas Duchateau,Gabriel Bernardino,Gemma Piellaet 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
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
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 Sitgeset al. EACVI Congress, 2023, Barcelone, Spain. ⟨10.1093/ehjci/jead119.353⟩ Communication dans un congrès hal-04825200v1
Reinforcement learning for active modality selection during diagnosis Gabriel Bernardino,Anders Jonsson,Filip Loncaric,Pablo-Miki Marti Castellote,Marta Sitgeset al. 25th International Conference on Medical Image Computing and Computer Assisted Intervention, Sep 2022, Singapore, Singapore Communication dans un congrès hal-03752018v1
Hierarchical Multi-modality Prediction Model to Assess Obesity-Related Remodelling Gabriel Bernardino,Patrick Clarysse,Álvaro Sepúlveda-Martínez,Mérida Rodríguez-López,Susanna Prat-Gonzàlezet 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
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-Roisinet 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

Logiciel (3)

Hierarchical Gaussian Process Latent Variable Models Benoit Freiche,Gabriel Bernardino,Patrick Clarysse,Nicolas Duchateau 2024, ⟨swh:1:dir:8c0e68b919aca9bf981d9fb5bdce096fe8c4654e;origin=https://github.com/creatis-myriad/HGP_LVM;visit=swh:1:snp:c3a484036fecf45ad05e8aef68a32e90dd5699c0;anchor=swh:1:rev:071a15293f657ff3399def6f7b98a368ac39f03c⟩ Logiciel hal-05062101v1
Right Ventricle MEsh Processing (RVMEP) Gabriel Bernardino,Thomas Dargent 2023, ⟨swh:1:dir:e7f9b6ae5c70c9c475da74874dc853c9b8b8c5c4;origin=https://github.com/gbernardino/rvmep;visit=swh:1:snp:aadd0514381864d0e7bffde04c0dd5b86988d823;anchor=swh:1:rev:c762f83cb7ffa72d5cfa80e143b973ae859f5605⟩ Logiciel hal-05062187v1
Hierarchy reinforcement learning Gabriel Bernardino 2022, ⟨swh:1:dir:0f435490f0bf046bf6c8b48b7877d3628e972ecc;origin=https://github.com/creatis-myriad/featureSelectionRL;visit=swh:1:snp:aefc1e44f3f1d4c6f4c97e30b767ecfcfbc72a26;anchor=swh:1:rev:5bd328f2a8603eade3ffadcf25688ba3f7eb7783⟩ Logiciel hal-05062189v1