Jesús Garicano-Mena

14 papers Journal 14
YearRankTypeTitle / Venue / Authors
2026 J jnl
CardioMOD-Net: A Modal Decomposition-Neural Network Framework for Diagnosis and Prognosis of HFpEF from Echocardiography Cine Loops.
CoRR
Andrés Bell-Navas, Jesús Garicano-Mena, Antonella Ausiello, Soledad Le Clainche, María Villalba-Orero, Enrique Lara Pezzi
2025 J jnl
A Critical Assessment of Pattern Comparisons Between POD and Autoencoders in Intraventricular Flows.
CoRR
Eneko Lazpita, Andrés Bell-Navas, Jesús Garicano-Mena, Petros Koumoutsakos, Soledad Le Clainche
2025 J jnl
Automatic Cardiac Pathology Recognition in Echocardiography Images using Higher Order Dynamic Mode Decomposition and a Vision Transformer for Small Datasets.
Expert Syst. Appl.
Andrés Bell-Navas, Nourelhouda Groun, María Villalba-Orero, Enrique Lara Pezzi, Jesús Garicano-Mena, Soledad Le Clainche
2025 J jnl
Eigenhearts: Cardiac diseases classification using eigenfaces approach.
Comput. Biol. Medicine
Nourelhouda Groun, María Villalba-Orero, Lucia Casado-Martin, Enrique Lara Pezzi, Eusebio Valero, Soledad Le Clainche, Jesús Garicano-Mena
2025 J jnl
Heart Failure Prediction using Modal Decomposition and Masked Autoencoders for Scarce Echocardiography Databases.
CoRR
Andrés Bell-Navas, María Villalba-Orero, Enrique Lara Pezzi, Jesús Garicano-Mena, Soledad Le Clainche
2024 J jnl
A Novel Data Augmentation Tool for Enhancing Machine Learning Classification: A New Application of the Higher Order Dynamic Mode Decomposition for Improved Cardiac Disease Identification.
CoRR
Nourelhouda Groun, María Villalba-Orero, Lucia Casado-Martin, Enrique Lara Pezzi, Eusebio Valero, Jesús Garicano-Mena, Soledad Le Clainche
2024 J jnl
Automatic Cardiac Pathology Recognition in Echocardiography Images Using Higher Order Dynamic Mode Decomposition and a Vision Transformer for Small Datasets.
CoRR
Andrés Bell-Navas, Nourelhouda Groun, María Villalba-Orero, Enrique Lara Pezzi, Jesús Garicano-Mena, Soledad Le Clainche
2024 J jnl
EigenHearts: Cardiac Diseases Classification Using EigenFaces Approach.
CoRR
Nourelhouda Groun, María Villalba-Orero, Lucia Casado-Martin, Enrique Lara Pezzi, Eusebio Valero, Soledad Le Clainche, Jesús Garicano-Mena
2024 J jnl
Review on vortex dynamics in the left ventricle as an early diagnosis marker for heart diseases and its treatment outcomes.
CoRR
Mahesh S. Nagargoje, Eneko Lazpita, Jesús Garicano-Mena, Soledad Le Clainche
2022 J jnl
A dynamic mode decomposition technique for the analysis of non-uniformly sampled flow data.
J. Comput. Phys.
Binghua Li, Jesús Garicano-Mena, Eusebio Valero
2022 J jnl
A novel data-driven method for the analysis and reconstruction of cardiac cine MRI.
Comput. Biol. Medicine
Nourelhouda Groun, María Villalba-Orero, Enrique Lara Pezzi, Eusebio Valero, Jesús Garicano-Mena, Soledad Le Clainche
2022 J jnl
Higher order dynamic mode decomposition: From fluid dynamics to heart disease analysis.
Comput. Biol. Medicine
Nourelhouda Groun, María Villalba-Orero, Enrique Lara Pezzi, Eusebio Valero, Jesús Garicano-Mena, Soledad Le Clainche
2019 J jnl
On the well-posedness of the multi-dimensional Roe-Liu-Vinokur linearization for residual distribution schemes.
J. Comput. Phys.
Jesús Garicano-Mena, Gérard Degrez
2018 J jnl
An entropy-variables-based formulation of residual distribution schemes for non-equilibrium flows.
J. Comput. Phys.
Jesús Garicano-Mena, Andrea Lani, Gérard Degrez