Gabriel Bernardino

Gabriel Bernardino

Post-doctoral researcher specialised on medical image analysis of the heart.

Publications

Association of central obesity with unique cardiac remodelling in young adults born small for gestational age

Published in European Heart Journal - Cardiovascular Imaging, 2023

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Recommended citation: Gabriel Bernardino, 'Alvaro Sep'ulveda-Mart'inez, M'erida Rodr'iguez-L'opez, Susanna Prat-Gonz'alez, Carolina Pajuelo, Rosario Perea, Maria Caralt, Francesca Crovetto, Miguel Ballester, Marta Sitges, Bart Bijnens, F`atima Crispi, "Association of central obesity with unique cardiac remodelling in young adults born small for gestational age." European Heart Journal - Cardiovascular Imaging, 2023. https://academic.oup.com/ehjcimaging/advance-article/doi/10.1093/ehjci/jeac262/6986711

Lung function in young adults born small for gestational age at term

Published in Respirology, 2022

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Recommended citation: Kilian Vellv'e, 'Alvaro Sep'ulveda-Mart'inez, M'erida Rodr'iguez-L'opez, Francesca Crovetto, Gabriel Bernardino, Felip Burgos, Rosa Faner, `Alvar Agust'i, Bart Bijnens, Eduard Gratac'os, F`atima Crispi, Isabel Blanco, "Lung function in young adults born small for gestational age at term." Respirology, 2022.

Hierarchical Multi-modality Prediction Model to Assess Obesity-Related Remodelling

Published in (STACOM - MICCAI workshop), LNCS, 2022

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Recommended citation: Gabriel Bernardino, Patrick Clarysse, 'Alvaro Sep'ulveda-Mart'inez, M'erida Rodr'iguez-L'opez, Susanna Prat-Gonz`alez, Marta Sitges, Eduard Gratac'os, F`atima Crispi, Nicolas Duchateau, "Hierarchical Multi-modality Prediction Model to Assess Obesity-Related Remodelling." (STACOM - MICCAI workshop), LNCS, 2022. https://link.springer.com/10.1007/978-3-030-93722-5_12

Lung Nodule Malignancy Prediction in Sequential CT Scans: Summary of ISBI 2018 Challenge

Published in IEEE Transactions on Medical Imaging, 2021

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Recommended citation: Yoganand Balagurunathan, Andrew Beers, Michael Mcnitt-Gray, Lubomir Hadjiiski, Sandy Napel, Dmitry Goldgof, Gustavo Perez, Pablo Arbelaez, Alireza Mehrtash, Tina Kapur, Ehwa Yang, Jung Moon, Gabriel Bernardino, Ricard Delgado-Gonzalo, M. Farhangi, Amir Amini, Renkun Ni, Xue Feng, Aditya Bagari, Kiran Vaidhya, Benjamin Veasey, Wiem Safta, Hichem Frigui, Joseph Enguehard, Ali Gholipour, Laura Castillo, Laura Daza, Paul Pinsky, Jayashree Kalpathy-Cramer, Keyvan Farahani, "Lung Nodule Malignancy Prediction in Sequential CT Scans: Summary of ISBI 2018 Challenge." IEEE Transactions on Medical Imaging, 2021. https://ieeexplore.ieee.org/document/9486926/

Exercise Capacity in Young Adults Born Small for Gestational Age

Published in JAMA Cardiology, 2021

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Recommended citation: F`atima Crispi, M'erida Rodr'iguez-L'opez, Gabriel Bernardino, 'Alvaro Sep'ulveda-Mart'inez, Susanna Prat-Gonz'alez, Carolina Pajuelo, Rosario Perea, Maria Caralt, Giulia Casu, Kilian Vellv'e, Francesca Crovetto, Felip Burgos, Mathieu Craene, Constantine Butakoff, Miguel Ballester, Isabel Blanco, Marta Sitges, Bart Bijnens, Eduard Gratac'os, "Exercise Capacity in Young Adults Born Small for Gestational Age." JAMA Cardiology, 2021. https://jamanetwork.com/journals/jamacardiology/fullarticle/2781975

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

Published in Medical Image Analysis, 2021

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Recommended citation: Gabriel Bernardino, Amir Hodzic, H'el`ene Langet, Damien Legallois, Mathieu Craene, Miguel Ballester, 'Eric Saloux, Bart Bijnens, "Volumetric parcellation of the cardiac right ventricle for regional geometric and functional assessment." Medical Image Analysis, 2021. http://arxiv.org/abs/2003.08423 http://dx.doi.org/10.1016/j.media.2021.102044 https://linkinghub.elsevier.com/retrieve/pii/S1361841521000906

Right Ventricular Global and Regional Remodeling in American-Style Football Athletes: A Longitudinal 3D Echocardiographic Study

Published in Applied Sciences, 2021

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Recommended citation: Amir Hodzic, Gabriel Bernardino, Damien Legallois, Patrick Gendron, H'el`ene Langet, Mathieu Craene, Miguel Ballester, Paul Milliez, Herv'e Normand, Bart Bijnens, Eric Saloux, Francois Tournoux, "Right Ventricular Global and Regional Remodeling in American-Style Football Athletes: A Longitudinal 3D Echocardiographic Study." Applied Sciences, 2021. https://www.mdpi.com/2076-3417/11/8/3357

Handling confounding variables in statistical shape analysis - application to cardiac remodelling

Published in Medical Image Analysis, 2020

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Recommended citation: Gabriel Bernardino, Oualid Benkarim, Mar'ia Garza, Susanna Prat-Gonz`alez, Alvaro Sepulveda-Martinez, F'atima Crispi, Marta Sitges, Constantine Butakoff, Mathieu Craene, Bart Bijnens, Miguel Ballester, "Handling confounding variables in statistical shape analysis - application to cardiac remodelling." Medical Image Analysis, 2020. https://linkinghub.elsevier.com/retrieve/pii/S1361841520301560

Fast Quasi-Conformal Regional Flattening of the Left Atrium

Published in IEEE Transactions on Visualization and Computer Graphics, 2020

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Recommended citation: Marta Nunez-Garcia, Gabriel Bernardino, Francisco Alarcon, Gala Caixal, Llu\'\is Mont, Oscar Camara, Constantine Butakoff, "Fast Quasi-Conformal Regional Flattening of the Left Atrium." IEEE Transactions on Visualization and Computer Graphics, 2020. http://arxiv.org/abs/1811.06896 https://ieeexplore.ieee.org/document/8959311/

Three-dimensional regional bi-ventricular shape remodeling is associated with exercise capacity in endurance athletes

Published in European Journal of Applied Physiology, 2020

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Recommended citation: Gabriel Bernardino, Maria Garza, Blanca Domenech-Ximenos, Susana Prat-Gonz`alez, R. Perea, Isabel Blanco, Felip Burgos, Alvaro Sepulveda-Martinez, Merida Rodriguez-Lopez, Fatima Crispi, Constantine Butakoff, Miguel Ballester, M. Craene, Marta Sitges, B. Bijnens, "Three-dimensional regional bi-ventricular shape remodeling is associated with exercise capacity in endurance athletes." European Journal of Applied Physiology, 2020. http://link.springer.com/10.1007/s00421-020-04335-3

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

Published in International Journal for Numerical Methods in Biomedical Engineering, 2019

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Recommended citation: Ruben Doste, David Soto-Iglesias, Gabriel Bernardino, Alejandro Alcaine, Rafael Sebastian, Sophie Giffard-Roisin, Maxime Sermesant, Antonio Berruezo, Damian Sanchez-Quintana, Oscar Camara, "A rule-based method to model myocardial fiber orientation in cardiac biventricular geometries with outflow tracts." International Journal for Numerical Methods in Biomedical Engineering, 2019. https://onlinelibrary.wiley.com/doi/abs/10.1002/cnm.3185

Assessment of Haemodynamic Remodeling in Fetal Aortic Coarctation Using a Lumped Model of the Circulation

Published in Functional Imaging and Modeling of the Heart, 2017

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Recommended citation: Paula M'inguez, Bart Bijnens, Gabriel Bernardino, `Eric Lluch, Iris Soveral, Olga G'omez, Patricia Garcia-Canadilla, "Assessment of Haemodynamic Remodeling in Fetal Aortic Coarctation Using a Lumped Model of the Circulation." Functional Imaging and Modeling of the Heart, 2017. http://link.springer.com/10.1007/978-3-319-59448-4_45

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

Published in Functional Imaging and Modelling of the Heart, 2017

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Recommended citation: Rub'en Doste, David Soto-Iglesias, Gabriel Bernardino, Rafael Sebastian, Sophie Giffard-Roisin, Rocio Cabrera-Lozoya, Maxime Sermesant, Antonio Berruezo, Dami'an S'anchez-Quintana, Oscar Camara, "A Rule-Based Method to Model Myocardial Fiber Orientation for Simulating Ventricular Outflow Tract Arrhythmias." Functional Imaging and Modelling of the Heart, 2017. http://link.springer.com/10.1007/978-3-319-59448-4_33

Fourier stability analysis and local Courant number of the preconditioned variational multiscale stabilization (P-VMS) for Euler compressible flow

Published in Computer Methods in Applied Mechanics and Engineering, 2016

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Recommended citation: Margarida Ginard, Gabriel Bernardino, Mariano V'azquez, Guillaume Houzeaux, "Fourier stability analysis and local Courant number of the preconditioned variational multiscale stabilization (P-VMS) for Euler compressible flow." Computer Methods in Applied Mechanics and Engineering, 2016. https://linkinghub.elsevier.com/retrieve/pii/S0045782515004107