María Villalba-Orero

According to our database, María Villalba-Orero authored at least 7 papers between 2022 and 2026.

Collaborative distances:

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

2026

CardioMOD-Net: A Modal Decomposition-Neural Network Framework for Diagnosis and Prognosis of HFpEF from Echocardiography Cine Loops.

Andrés Bell-Navas, Jesús Garicano-Mena, Antonella Ausiello, Soledad Le Clainche, María Villalba-Orero, Enrique Lara Pezzi

CoRR, January, 2026

2025

Heart Failure Prediction using Modal Decomposition and Masked Autoencoders for Scarce Echocardiography Databases.

Andrés Bell-Navas, María Villalba-Orero, Enrique Lara Pezzi, Jesús Garicano-Mena, Soledad Le Clainche

CoRR, April, 2025

Automatic Cardiac Pathology Recognition in Echocardiography Images using Higher Order Dynamic Mode Decomposition and a Vision Transformer for Small Datasets.

Andrés Bell-Navas, Nourelhouda Groun, María Villalba-Orero, Enrique Lara Pezzi, Jesús Garicano-Mena, Soledad Le Clainche

Expert Syst. Appl., 2025

Eigenhearts: Cardiac diseases classification using eigenfaces approach.

Nourelhouda Groun, María Villalba-Orero, Lucia Casado-Martin, Enrique Lara Pezzi, Eusebio Valero, Soledad Le Clainche, Jesús Garicano-Mena

Comput. Biol. Medicine, 2025

2024

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.

Nourelhouda Groun, María Villalba-Orero, Lucia Casado-Martin, Enrique Lara Pezzi, Eusebio Valero, Jesús Garicano-Mena, Soledad Le Clainche

CoRR, 2024

2022

Higher order dynamic mode decomposition: From fluid dynamics to heart disease analysis.

Nourelhouda Groun, María Villalba-Orero, Enrique Lara Pezzi, Eusebio Valero, Jesús Garicano-Mena, Soledad Le Clainche

Comput. Biol. Medicine, 2022

A novel data-driven method for the analysis and reconstruction of cardiac cine MRI.

Nourelhouda Groun, María Villalba-Orero, Enrique Lara Pezzi, Eusebio Valero, Jesús Garicano-Mena, Soledad Le Clainche

Comput. Biol. Medicine, 2022