Rebeca Goya-Esteban

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 20

Top Topics

Regularization Methods

Gender Differences

Partial Least Squares

Top Venues

Medical Biol. Eng. Comput.

IEEE Trans. Biomed. Eng.

Publications

Alba Vadillo-Valderrama, Jacobo Chaquet-Ulldemolins, Rebeca Goya-Esteban, Raúl Caulier-Cisterna, Juan José Sánchez-Muñoz, Arcadi García-Alberola, José Luis Rojo-Álvarez
Exploring Cardiac Rhythms and Improving ECG Beat Classification Through Latent Spaces. IEEE Access 12 (2024)
Lidia Pascual-Sánchez, Rebeca Goya-Esteban, Fernando Cruz-Roldán, Antonio Hernández-Madrid, Manuel Blanco-Velasco
Machine learning based detection of T-wave alternans in real ambulatory conditions. Comput. Methods Programs Biomed. 249 (2024)
Lidia Pascual-Sánchez, Rebeca Goya-Esteban, Fernando Cruz-Roldán, Antonio Hernández-Madrid, Manuel Blanco-Velasco
Analysis of the Window Size Effect for T-Wave Alternans Detection Through Machine Learning Methods. CinC (2023)
M. Rey-Paredes, Óscar Barquero-Pérez, Rebeca Goya-Esteban, A. Luque-Casado, D. Grassi, F. Suárez
Modeling Gender Differences in Heart Rate During the Diving Reflex: Insights into Physiological Adaptability. CinC (2023)
Alba Vadillo-Valderrama, Rebeca Goya-Esteban, Raúl Caulier-Cisterna, Arcadi García-Alberola, José Luis Rojo-Álvarez
Differential Beat Accuracy for ECG Family Classification Using Machine Learning. IEEE Access 10 (2022)
H. Puente-Díaz, Rafael García-Carretero, Rebeca Goya-Esteban, Óscar Barquero-Pérez
Quantifying the Autonomic Nervous System Influence on Heart Rate Turbulence using Partial Least Squares Path Modeling. CinC (2022)
Raúl Caulier-Cisterna, Manuel Blanco-Velasco, Rebeca Goya-Esteban, Sergio Muñoz-Romero, Margarita Sanromán-Junquera, Arcadi García-Alberola, José Luis Rojo-Álvarez
Spatial-Temporal Signals and Clinical Indices in Electrocardiographic Imaging (II): Electrogram Clustering and T-Wave Alternans. Sensors 20 (11) (2020)
Raúl Caulier-Cisterna, Margarita Sanromán-Junquera, Sergio Muñoz-Romero, Manuel Blanco-Velasco, Rebeca Goya-Esteban, Arcadi García-Alberola, José Luis Rojo-Álvarez
Spatial-Temporal Signals and Clinical Indices in Electrocardiographic Imaging (I): Preprocessing and Bipolar Potentials. Sensors 20 (11) (2020)
Mohammed El-Yaagoubi, Rebeca Goya-Esteban, Younes Jabrane, Sergio Muñoz-Romero, Arcadi García-Alberola, José Luis Rojo-Álvarez
On the Robustness of Multiscale Indices for Long-Term Monitoring in Cardiac Signals. Entropy 21 (6) (2019)
Rafael García-Carretero, Óscar Barquero-Pérez, Inmaculada Mora-Jiménez, Cristina Soguero-Ruíz, Rebeca Goya-Esteban, Javier Ramos
Identification of clinically relevant features in hypertensive patients using penalized regression: a case study of cardiovascular events. Medical Biol. Eng. Comput. 57 (9) (2019)
José Luis Rojo-Álvarez, Rebeca Goya-Esteban, Sergio Muñoz-Romero, Arcadi García-Alberola, Francisco Manuel Melgarejo-Meseguer, Manuel Blanco-Velasco
T-Wave Alternans Analysis With Electrocardiographic Imaging. CinC (2018)
Rebeca Goya-Esteban, Óscar Barquero-Pérez, Carlos Figuera, Arcadi García-Alberola, José Luis Rojo-Álvarez
A Group Lasso Based Method for Automatic Physiological Rhythm Analysis. CinC (2017)
Antonio G. Marques, Cristina Soguero-Ruíz, Javier Ramos, Inmaculada Mora-Jiménez, Rebeca Goya-Esteban, Rafael García-Carretero, Óscar Barquero-Pérez
Modeling Cardiovascular Condition Evolution in Hypertensive Population Using Graph Signal Processing. CinC (2017)
Raúl Ortiz-Puente, Margarita Sanromán-Junquera, Sergio Muñoz-Romero, Mariano Barbero-Puchades, Mercedes Ortiz, Rebeca Goya-Esteban, José Luis Rojo-Álvarez, Jesús Almendral-Garrote
Effect of Different Ventricular Arrhythmia Origin on Cardiac Sound Variability Using M-mode Signal Representation. CinC (2017)
Óscar Barquero-Pérez, Sandra Cantero, Rebeca Goya-Esteban, Carlos Figuera, Arcadi García-Alberola, José Luis Rojo-Álvarez
Analysis of Heart Rate Variability Influence on Heart Rate Turbulence Using Boosted Regression Trees in Heart Failure Patients. CinC (2017)
Óscar Barquero-Pérez, Carlos Figuera, Rebeca Goya-Esteban, Inmaculada Mora-Jiménez, Francisco Javier Gimeno-Blanes, Pablo Laguna, Juan Pablo Martínez, Eduardo Gil, Leif Sörnmo, Arcadio García-Alberola, José Luis Rojo-Álvarez
On the Influence of Heart Rate and Coupling Interval Prematurity on Heart Rate Turbulence. IEEE Trans. Biomed. Eng. 64 (2) (2017)
Manuel Blanco-Velasco, Rebeca Goya-Esteban, Fernando Cruz-Roldán, Arcadi García-Alberola, José Luis Rojo-Álvarez
Benchmarking of a T-wave alternans detection method based on empirical mode decomposition. Comput. Methods Programs Biomed. 145 (2017)
Rafael García-Carretero, Óscar Barquero-Pérez, Inmaculada Mora-Jiménez, Cristina Soguero-Ruíz, Rebeca Goya-Esteban, Antonio G. Marques, Javier Ramos
L1 Penalized Cox Regression to Characterize Cardiovascular Events in Hypertensive Patients. CinC (2017)
Carlos Figuera, Víctor Suárez-Gutiérrez, Óscar Barquero-Pérez, Rebeca Goya-Esteban, Miguel Rodrigo, Ismael Hernández-Romero, Felipe Atienza, María de la Salud Guillem Sánchez, Andreu M. Climent, Felipe Alonso Atienza
Performance of Inverse Problem Regularization Methods for Driver Location during Atrial Fibrillation. CinC (2016)
Rebeca Goya-Esteban, Óscar Barquero-Pérez, Javier Alzueta, Xavier Viñolas, Nuria Basterra, Enrique García, Julián Villacastín, Ignacio Fernández Lozano, Josep Brugada, José B. Martínez-Ferrer, José Luis Rojo-Álvarez, Francisco Zumalde, María Martín-Méndez, Fernando Chavarría-Asso, Arcadio García-Alberola
A Multicentric Study of Long-term Rhythm Patterns in Heart Rate. CinC (2016)
Óscar Barquero-Pérez, Rebeca Goya-Esteban, Antonio J. Caamaño, Elena Sarabia-Cachadiña, Carlos Martínez-García, José Luis Rojo-Álvarez
Evolution of the Heart Rate Variability Complexity during Kangchenjunga Climbing. CinC (2015)
Óscar Barquero-Pérez, Rebeca Goya-Esteban, Arcadi García-Alberola, José Luis Rojo-Álvarez
Heart Rate Turbulence Modeling using Boosted Regression Trees. CinC (2015)
Óscar Barquero-Pérez, Rebeca Goya-Esteban, Antonio J. Caamaño, Carlos Martín-Caballero, José Luis Rojo-Álvarez
Fetal Heart Rate Complexity Measures to Detect Hypoxia. CinC (2015)
Rebeca Goya-Esteban, Óscar Barquero-Pérez, Manuel Blanco-Velasco, A. J. Caamano-Fernandez, Arcadi García-Alberola, José Luis Rojo-Álvarez
Nonparametric Signal Processing Validation in T-Wave Alternans Detection and Estimation. IEEE Trans. Biomed. Eng. 61 (4) (2014)
Rebeca Goya-Esteban, Frida Sandberg, Óscar Barquero-Pérez, Arcadio García-Alberola, Leif Sörnmo, José Luis Rojo-Álvarez
Long-term characterization of persistent atrial fibrillation: wave morphology, frequency, and irregularity analysis. Medical Biol. Eng. Comput. 52 (12) (2014)
Óscar Barquero-Pérez, Rebeca Goya-Esteban, Carlos Figuera, Inmaculada Mora-Jiménez, Arcadi García-Alberola, José Luis Rojo-Álvarez
Physiological Feature Analysis in Heart Rate Turbulence using LASSO Model. CinC (2013)
Rebeca Goya-Esteban, Frida Sandberg, Óscar Barquero-Pérez, Arcadi García-Alberola, Leif Sörnmo, José Luis Rojo-Álvarez
Seven-day Analysis of Atrial Fibrillation and Circadian Rhythms. BIOSIGNALS (2013)
Rebeca Goya-Esteban, Óscar Barquero-Pérez, Elena Sarabia-Cachadiña, José Naranjo-Orellana, José Luis Rojo-Álvarez
A Modified Hilbert-Huang Algorithm to Assess Spectral Parameters in Intense Exercise. CinC (2013)
Óscar Barquero-Pérez, Leif Sörnmo, Rebeca Goya-Esteban, I. Mora-Jiménez, Arcadio García-Alberola, José Luis Rojo-Álvarez
Fundamental frequency estimation in atrial fibrillation signals using correntropy and Fourier Organization Analysis. CIP (2012)
Rebeca Goya-Esteban, Inmaculada Mora-Jiménez, José Luis Rojo-Álvarez, Óscar Barquero-Pérez, Francisco J. Pastor-Pérez, Sergio Manzano-Fernández, Domingo A. Pascual-Figal, Arcadi García-Alberola
Heart Rate Variability on 7-Day Holter Monitoring Using a Bootstrap Rhythmometric Procedure. IEEE Trans. Biomed. Eng. 57 (6) (2010)
Óscar Barquero-Pérez, José Luis Rojo-Álvarez, Antonio J. Caamaño, Rebeca Goya-Esteban, Estrella Everss, Felipe Alonso Atienza, Juan José Sánchez-Muñoz, Arcadi García-Alberola
Fundamental Frequency and Regularity of Cardiac Electrograms With Fourier Organization Analysis. IEEE Trans. Biomed. Eng. 57 (9) (2010)