Gabriel Bernardino

According to our database, Gabriel Bernardino authored at least 23 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Hierarchical Data Integration With Gaussian Processes: Application to the Characterization of Cardiac Ischemia-Reperfusion Patterns.

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

IEEE Trans. Medical Imaging, March, 2025

High-dimensional multimodal uncertainty estimation by manifold alignment:Application to 3D right ventricular strain computations.

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

CoRR, January, 2025

AGE-US: Automated Gestational Age Estimation Based on Fetal Ultrasound Images.

César Díaz-Parga, Marta Nuñez Garcia, María J. Carreira, Gabriel Bernardino, Nicolás Vila Blanco

Proceedings of the Pattern Recognition and Image Analysis - 12th Iberian Conference, 2025

Multi-therapeutic Modelling for Stroke Prevention in Atrial Fibrillation: Impact of the Pulmonary Ridge.

Maria Segarra-Queralt, Manal Barrouhou-Berrouhou, Marc Molla, Marina Ribera, Carlos Albors, Andy L. Olivares, Gabriel Bernardino, Jordi Mill, Oscar Camara

Proceedings of the Functional Imaging and Modeling of the Heart, 2025

2024

AI-enabled workflow for automated classification and analysis of feto-placental Doppler images.

Ainhoa M. Aguado, Guillermo Jimenez-Perez, Devyani Chowdhury, Josa Prats-Valero, Sergio Sánchez-Martínez, Zahra Hoodbhoy, Shazia Mohsin, Roberta Castellani, Lea Testa, Fátima Crispi, Bart Bijnens, Babar Hasan, Gabriel Bernardino

Frontiers Digit. Health, 2024

2023

Computational Modelling of the Cardiovascular System for the Non-invasive Diagnosis of Portal Hypertension.

Maria Inmaculada Villanueva, Patricia Garcia-Cañadilla, Oscar Camara, Angeles Garcia-Criado, Genis Camprecios, Valeria Perez-Campuzano, Virgina Hernandez-Gea, Fanny Turon, Anna Baiges, Angela Lopez Sainz, Juan Carlos García-Pagan, Bart Bijnens, Gabriel Bernardino

Proceedings of the Functional Imaging and Modeling of the Heart, 2023

Localizing Cardiac Dyssynchrony in M-mode Echocardiography with Attention Maps.

Marta Saiz-Vivó, Isaac Capallera, Nicolas Duchateau, Gabriel Bernardino, Gemma Piella, Oscar Camara

Proceedings of the Functional Imaging and Modeling of the Heart, 2023

Which Anatomical Directions to Quantify Local Right Ventricular Strain in 3D Echocardiography?

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

Proceedings of the Functional Imaging and Modeling of the Heart, 2023

Strainger Things: Discrete Differential Geometry for Transporting Right Ventricular Deformation Across Meshes.

Gabriel Bernardino, Thomas Dargent, Oscar Camara, Nicolas Duchateau

Proceedings of the Functional Imaging and Modeling of the Heart, 2023

2022

Haemodynamic Changes in the Fetal Circulation Post-connection to an Artificial Placenta: A Computational Modelling Study.

Maria Inmaculada Villanueva, Marc López, Sergio Sánchez, Patricia Garcia-Cañadilla, Paula C. Randanne, Ameth Hawkins, Elisenda Eixarch, Elisenda Bonet-Carne, Eduard Gratacós, Fátima Crispi, Bart H. Bijnens, Gabriel Bernardino

Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers, 2022

Reinforcement Learning for Active Modality Selection During Diagnosis.

Gabriel Bernardino, Anders Jonsson, Filip Loncaric, Pablo-Miki Martí Castellote, Marta Sitges, Patrick Clarysse, Nicolas Duchateau

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021

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

Gabriel Bernardino, Amir Hodzic, Hélène Langet, Damien Legallois, Mathieu De Craene, Miguel Ángel González Ballester, Eric Saloux, Bart H. Bijnens

Medical Image Anal., 2021

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

Gabriel Bernardino, Patrick Clarysse, Álvaro Sepúlveda-Martínez, Merida Rodriguez-Lopez, Susanna Prat-Gonzàlez, Marta Sitges, Eduard Gratacós, Fátima Crispi, Nicolas Duchateau

Proceedings of the Statistical Atlases and Computational Models of the Heart. Multi-Disease, Multi-View, and Multi-Center Right Ventricular Segmentation in Cardiac MRI Challenge, 2021

2020

Fast Quasi-Conformal Regional Flattening of the Left Atrium.

Marta Nuñez Garcia, Gabriel Bernardino, Francisco Alarcón, Gala Caixal, Lluís Mont, Oscar Camara, Constantine Butakoff

IEEE Trans. Vis. Comput. Graph., 2020

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

Gabriel Bernardino, Oualid M. Benkarim, María Sanz-de la Garza, Susanna Prat-Gonzàlez, Álvaro Sepúlveda-Martínez, Fátima Crispi, Marta Sitges, Constantine Butakoff, Mathieu De Craene, Bart H. Bijnens, Miguel Ángel González Ballester

Medical Image Anal., 2020

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

Gabriel Bernardino, Oualid M. Benkarim, María Sanz-de la Garza, Susanna Prat-Gonzàlez, Álvaro Sepúlveda-Martínez, Fátima Crispi, Marta Sitges, Mathieu De Craene, Bart H. Bijnens, Miguel Ángel González Ballester

CoRR, 2020

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

Gabriel Bernardino, Amir Hodzic, Hélène Langet, Mathieu De Craene, Miguel Ángel González Ballester, Eric Saloux, Bart H. Bijnens

CoRR, 2020

2019

Computational anatomy as a driver of understanding structural and functional cardiac remodeling.

Gabriel Bernardino

PhD thesis, 2019

Standard Quasi-Conformal Flattening of the Right and Left Atria.

Marta Nuñez Garcia, Gabriel Bernardino, Rubén Doste, Jichao Zhao, Oscar Camara, Constantine Butakoff

Proceedings of the Functional Imaging and Modeling of the Heart, 2019

2018

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 Sebastián, Sophie Giffard-Roisin, Maxime Sermesant, Antonio Berruezo, Damian Sánchez-Quintana, Oscar Camara

CoRR, 2018

2017

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

Paula Giménez Mínguez, Bart H. Bijnens, Gabriel Bernardino, Èric Lluch, Iris Soveral, Olga Gómez, Patricia Garcia-Cañadilla

Proceedings of the Functional Imaging and Modelling of the Heart, 2017

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

Rubén Doste, David Soto-Iglesias, Gabriel Bernardino, Rafael Sebastián, Sophie Giffard-Roisin, Rocío Cabrera Lozoya, Maxime Sermesant, Antonio Berruezo, Damian Sánchez-Quintana, Oscar Camara

Proceedings of the Functional Imaging and Modelling of the Heart, 2017

Estimating 3D Ventricular Shape From 2D Echocardiography: Feasibility and Effect of Noise.

Gabriel Bernardino, Constantine Butakoff, Marta Nuñez Garcia, Sebastian Imre Sarvari, Merida Rodriguez-Lopez, Fátima Crispi, Miguel Ángel González Ballester, Mathieu De Craene, Bart H. Bijnens

Proceedings of the Functional Imaging and Modelling of the Heart, 2017