Miguel Rodrigo

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 37

Top Topics

Atrial Fibrillation

Machine Learning

Feedforward Neural Networks

Regularization Method

Top Venues

Comput. Biol. Medicine

Biomed. Signal Process. Control.

Publications

Dolors Serra, Pau Romero, Miguel Lozano, Ignacio García-Fernández, Diego Penela, Antonio Berruezo, Oscar Camara, Miguel Rodrigo, Miriam Gil, Rafael Sebastián
Patient Stratification Based on Fast Simulation of Cardiac Electrophysiology on Digital Twins. STACOM@MICCAI (2023)
María Termenón-Rivas, Javier Barrios-Álvarez De Arcaya, Giada S. Romitti, Pau Romero, Dolors Serra, Ignacio García-Fernández, Miguel Lozano, Rafael Sebastián, Alejandro Liberos, Miguel Rodrigo
Substrate-Specific Simulations of Atrial Fibrillation Reproducing Electrophysiological Clinical Markers. CinC (2023)
Giada S. Romitti, Alejandro Liberos, María Termenón-Rivas, Javier Barrios-Álvarez de Arcaya, Pau Romero, Dolors Serra, Ignacio García-Fernández, Miguel Lozano, Rafael Sebastián, Miguel Rodrigo
Evaluation of Automata-Based Simulations for Atrial Fibrillation in 2D/3D Geometries Reproducing Disease Progression. CinC (2023)
Alejandro Liberos, Ximo Garcia-Gimeno, Giada S. Romitti, Ignacio García-Fernández, Miguel Lozano, Rafael Sebastián, Miguel Rodrigo
Role of Heterogeneous Ionic Profiles in Atrial Fibrillation Propagation. A Population of Models Study. CinC (2023)
Giada S. Romitti, Alejandro Liberos, Pau Romero, Dolors Serra, Ignacio García-Fernández, Miguel Lozano, Rafael Sebastián, Miguel Rodrigo
Cellular Automata for Fast Simulations of Arrhythmogenic Atrial Substrate. FIMH (2023)
Javier Barrios Álvarez De Arcaya, María Termenón Rivas, Giada S. Romitti, Rafael Sebastián, Alejandro Liberos, Miguel Rodrigo
Role of Fiber Direction and Ionic Heterogeneities in Atrial Arrhythmia Simulations. CinC (2023)
Pau Romero, Miguel Lozano, Giada Romitti, Dolors Serra, Ignacio García-Fernández, Alejandro Liberos, Miguel Rodrigo, Rafael Sebastián
Machine Learning Based Cell Model for Fast Approximation of Cellular Action Potential to Enable Clinical Translation. CinC (2022)
Gema Prats-Boluda, María S. Guillem, Miguel Rodrigo, Yiyao Ye-Lin, Javier Garcia-Casado
Identification of atrial fibrillation drivers by means of concentric ring electrodes. Comput. Biol. Medicine 148 (2022)
Miguel Rodrigo, Mahmood I. Alhusseini, Albert J. Rogers, Chayakrit Krittanawong, Sumiran Thakur, Ruibin Feng, Prasanth Ganesan, Sanjiv M. Narayan
Atrial fibrillation signatures on intracardiac electrograms identified by deep learning. Comput. Biol. Medicine 145 (2022)
Giada S. Romitti, Pau Romero, Alejandro Liberos, Dolors Serra, Ignacio García-Fernández, Miguel Lozano, Rafael Sebastián, Miguel Rodrigo
The Effects of Long- and Short-term Memory on Action Potential Duration for Atrial Cellular Automata. CinC (2022)
Dolors Serra, Pau Romero, Miguel Lozano, Ignacio García-Fernández, Alejandro Liberos, Miguel Rodrigo, Antonio Berruezo, Alfonso Bueno-Orovio, Rafael Sebastián
Simplified Electrophysiology Modeling Framework to Assess Ventricular Arrhythmia Risk in Infarcted Patients. FIMH (2021)
Santiago Jiménez-Serrano, Miguel Rodrigo, Conrado J. Calvo, Francisco Castells, José Millet
Multiple Cardiac Disease Detection from Minimal-Lead ECG Combining Feedforward Neural Networks with a One-vs-Rest Approach. CinC (2021)
Miguel Ángel Cámara, Ismael Hernández-Romero, Miguel Rodrigo, Felipe Alonso Atienza, Carlos Figuera, Eduardo Morgado, Felipe Atienza, María S. Guillem, Andreu M. Climent, Óscar Barquero-Pérez
Electrocardiographic imaging including intracardiac information to achieve accurate global mapping during atrial fibrillation. Biomed. Signal Process. Control. 64 (2021)
I. Sandoval, Victor Gonçalves Marques, John A. Sims, Miguel Rodrigo, María S. Guillem, João Salinet
Non-invasive Mechanism Classification and Localization in Supraventricular Cardiac Arrhythmias. CinC (2021)
Dolors Serra, Pau Romero, Miguel Lozano, Ignacio García-Fernández, Alejandro Liberos, Miguel Rodrigo, Antonio Berruezo, Alfonso Bueno-Orovio, Rafael Sebastián
Arrhythmic3D: a fast automata-based tool to simulate and assess arrhythmia risk in 3D ventricular models. CinC (2021)
Miguel Rodrigo, Benjamin Pagano, Sumiran Takur, Alejandro Liberos, Rafael Sebastián, Sanjiv M. Narayan
Intra-cardiac Signatures of Atrial Arrhythmias Identified by Machine Learning and Traditional Features. FIMH (2021)
Miguel Ángel Cámara-Vázquez, Adrián Oter-Astillero, Ismael Hernández-Romero, Miguel Rodrigo, Eduardo Morgado-Reyes, María S. Guillem, Andreu M. Climent, Óscar Barquero-Pérez
Atrial Fibrillation Driver Localization From Body Surface Potentials Using Deep Learning. CinC (2020)
Victor Gonçalves Marques, Miguel Rodrigo, María de la Salud Guillem, João Salinet
Characterization of atrial arrhythmias in body surface potential mapping: A computational study. Comput. Biol. Medicine 127 (2020)
Victor Gonçalves Marques, Miguel Rodrigo, María S. Guillem, João Salinet
A Wavelet-Based Method for Non-Invasive Dominant Frequency Detection in Atrial Fibrillation. CinC (2020)
Alejandro Costoya-Sánchez, Andreu M. Climent, Ismael Hernández-Romero, Alejandro Liberos, Francisco Fernández-Avilés, Sanjiv M. Narayan, Felipe Atienza, María S. Guillem, Miguel Rodrigo
Automatic quality electrogram assessment improves phase-based reentrant activity identification in atrial fibrillation. Comput. Biol. Medicine 117 (2020)
Víctor Gisbert, Santiago Jiménez-Serrano, Eduardo Roses-Albert, Miguel Rodrigo
Atrial location optimization by electrical measures for Electrocardiographic Imaging. Comput. Biol. Medicine 127 (2020)
Victor Gonçalves Marques, Miguel Rodrigo, María S. Guillem, João Salinet
Classification and Location of Atrial Arrhythmic Mechanisms With Body Surface Potential Mapping. CinC (2020)
Alejandro Costoya-Sánchez, Andreu M. Climent, Ismael Hernández-Romero, Alejandro Liberos, Francisco Fernández-Avilés, Sanjiv M. Narayan, Felipe Atienza, María S. Guillem, Miguel Rodrigo
Automatic Quality Electrogram Assessment Improves Reentrant Activity Identification in Atrial Fibrillation. CinC (2019)
Victor Gonçalves Marques, Miguel Rodrigo, María S. Guillem, João Salinet
Effect of Reducing the Number of Leads from Body Surface Potential Mapping in Computer Models of Atrial Arrhythmias. CinC (2019)
Alejandro Liberos, Miguel Rodrigo, Ismael Hernández-Romero, Aurelio Quesada, Francisco Fernandez-Aviles, Felipe Atienza, Andreu M. Climent, María S. Guillem
Phase singularity point tracking for the identification of typical and atypical flutter patients: A clinical-computational study. Comput. Biol. Medicine 104 (2019)
Victor Gonçalves Marques, Miguel Rodrigo, María S. Guillem, João Salinet
Non-Invasive Characterization of Atrial Arrhythmic Driving Mechanisms in Computer Models. CinC (2019)
Ana Maria Sanchez de la Nava, Macarena Castillo Fabregat, Miguel Rodrigo, Ismael Hernández-Romero, Alejandro Liberos, Francisco Fernández-Avilés, María S. Guillem, Felipe Atienza, Andreu M. Climent
Non-Invasive Electrophysiological Mapping Entropy Predicts Atrial Fibrillation Ablation Efficacy Better Than Clinical Characteristics. CinC (2019)
Rubén Molero, Andreu M. Climent, Ismael Hernández-Romero, Alejandro Liberos, Francisco Fernández-Avilés, Felipe Atienza, María S. Guillem, Miguel Rodrigo
Effects of Geometry in Atrial Fibrillation Markers Obtained With Electrocardiographic Imaging. CinC (2019)
Alejandro Costoya-Sánchez, Andreu M. Climent, Ismael Hernández-Romero, Alejandro Liberos, Francisco Fernández-Avilés, Sanjiv M. Narayan, Felipe Atienza, María S. Guillem, Miguel Rodrigo
Temporal Stability of Dominant Frequency as Predictor of Atrial Fibrillation Recurrence. CinC (2019)
Miguel Rodrigo, Andreu M. Climent, Alejandro Liberos, Ismael Hernández-Romero, Angel Arenal, Javier Bermejo, Francisco Fernandez-Aviles, Felipe Atienza, María de la Salud Guillem
Solving Inaccuracies in Anatomical Models for Electrocardiographic Inverse Problem Resolution by Maximizing Reconstruction Quality. IEEE Trans. Medical Imaging 37 (3) (2018)
Zexi Chen, Miguel Rodrigo, Alejandro Liberos, Ismael Hernández-Romero, Jesus Requena, Andreu M. Climent, María de la Salud Guillem Sánchez
Evaluation of Inverse Problem with Slow-Conducting Channel in Scar Area in a Post-Infarction Model. CinC (2017)
Ana Simon Chica, Alejandro Liberos, Ismael Hernández-Romero, Alfonso Bueno-Orovio, Miguel Rodrigo, María de la Salud Guillem Sánchez, Felipe Atienza, Francisco Fernández-Avilés, Blanca Rodríguez, Andreu M. Climent
Electrophysiological Parameters in the Electrical Propagation During Atrial Fibrillation: a Population of Models Study. CinC (2017)
Miguel Rodrigo, Andreu M. Climent, Alejandro Liberos, Ismael Hernández-Romero, Angel Arenal, Javier Bermejo, Francisco Fernandez-Aviles, Felipe Atienza, María de la Salud Guillem Sánchez
Solving Inaccuracies in the Heart Position and Orientation for Inverse Solution by Using Electrical Information. CinC (2017)
Alejandro Liberos, Alfonso Bueno-Orovio, Miguel Rodrigo, Ismael Hernández-Romero, María de la Salud Guillem Sánchez, Francisco Fernandez-Aviles, Felipe Atienza, Blanca Rodríguez, Andreu M. Climent
Personalization of Atrial Fibrillation Antiarrhythmic Drug Treatments: a Population of Models Approach. CinC (2017)
María de la Salud Guillem Sánchez, Andreu M. Climent, Miguel Rodrigo, Ismael Hernández-Romero, Alejandro Liberos, Francisco Fernández-Avilés, Omer Berenfeld, Felipe Atienza
Noninvasive Identification of Atrial Fibrillation Drivers: Simulation and Patient Data Evaluation. CinC (2016)
Miguel Rodrigo, Andreu M. Climent, Alejandro Liberos, Francisco Fernández-Avilés, Omer Berenfeld, Felipe Atienza, María S. Guillem
Highest Dominant Frequency and Rotor Sites are Robust Markers for Atrial Driver Location in Non-invasive Mapping of Atrial Fibrillation. CinC (2016)
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)
Miguel Rodrigo, Andreu M. Climent, Alejandro Liberos, Francisco Fernandez-Aviles, Omer Berenfeld, Felipe Atienza, María de la Salud Guillem
Atrial sources identification by causality analysis during atrial fibrillation. EMBC (2015)
Jorge Pedrón-Torrecilla, Andreu M. Climent, Alejandro Liberos, Miguel Rodrigo, Esther Pérez-David, José Millet, Francisco Fernández-Avilés, Omer Berenfeld, Felipe Atienza, María S. Guillem
Accuracy of Inverse Solution Computation of Dominant Frequencies and Phases during Atrial Fibrillation. CinC (2014)
Miguel Rodrigo, Andreu M. Climent, Alejandro Liberos, Jorge Pedrón-Torrecilla, José Millet, Francisco Fernández-Avilés, Felipe Atienza, Omer Berenfeld, María S. Guillem
Non-invasive Detection of Reentrant Drivers during Atrial Fibrillation: a Clinical-Computational Study. CinC (2014)
Miguel Rodrigo, Andreu M. Climent, Alejandro Liberos, Jorge Pedrón-Torrecilla, José Millet, Francisco Fernández-Avilés, Felipe Atienza, Omer Berenfeld, María S. Guillem
Non-invasive Location of Re-entrant Propagation Patterns during Atrial Fibrillation. CinC (2013)
Miguel Rodrigo, Alejandro Liberos, Andreu M. Climent, María S. Guillem
Identification of Ablation Sites in Atrial Flutter by Causal Method. CinC (2013)
Alejandro Liberos, Jorge Pedrón-Torrecilla, Miguel Rodrigo, José Millet, Andreu M. Climent, María S. Guillem
Body Surface Potential Propagation Maps During Macroreentrant Atrial Arrhythmias. A Simulation Study. CinC (2013)
Miguel Rodrigo, Luis Montesano, Javier Minguez
Classification of resting, anticipation and movement states in self-initiated arm movements for EEG brain computer interfaces. EMBC (2011)