María Paula Bonomini

According to our database, María Paula Bonomini authored at least 30 papers between 2003 and 2024.

Collaborative distances:

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

2024

An explainable machine learning system for left bundle branch block detection and classification.

Beatriz del Cisne Macas Ordónez, F. Javier Garrigós, José Javier Martínez, José Manuel Ferrández, María Paula Bonomini

Integr. Comput. Aided Eng., 2024

Stress Classification Model Using Speech: An Ambulatory Protocol-Based Database Study.

Lara Eleonora Prado, Andrea Hongn, Patricia Pelle, María Paula Bonomini

Proceedings of the Artificial Intelligence for Neuroscience and Emotional Systems, 2024

Application of Graph Fourier Transform in the Diagnosis of Left Bundle Branch Block from Electrocardiographic Signals.

Beatriz del Cisne Macas Ordónez, Diego Vinicio Orellana Villavicencio, Marco Augusto Suing Ochoa, María Paula Bonomini

Proceedings of the Bioinspired Systems for Translational Applications: From Robotics to Social Engineering, 2024

Cardiac Impulse Propagation in Left Bundle Branch Block.

Beatriz del Cisne Macas Ordónez, Fernando Ingallina, Diego Vinicio Orellana Villavicencio, María Paula Bonomini

Proceedings of the Bioinspired Systems for Translational Applications: From Robotics to Social Engineering, 2024

Strict Left Bundle Branch Block Diagnose Through Explainable Artificial Intelligence.

Beatriz del Cisne Macas Ordónez, F. Javier Garrigós, José Javier Martínez, José Manuel Ferrández, Suraj Karki, María Paula Bonomini

Proceedings of the Bioinspired Systems for Translational Applications: From Robotics to Social Engineering, 2024

Wearable Device Dataset for Stress Detection.

Andrea Hongn, Lara Eleonora Prado, Facundo Bosch, María Paula Bonomini

Proceedings of the Bioinspired Systems for Translational Applications: From Robotics to Social Engineering, 2024

Connectivity Patterns in Alzheimer Disease and Frontotemporal Dementia Patients Using Graph Theory.

María Paula Bonomini, Eduardo Ghiglioni, Noelia Belén Rios

Proceedings of the Artificial Intelligence for Neuroscience and Emotional Systems, 2024

2023

Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends.

J. M. Górriz, I. Álvarez Illán, Agustín Álvarez Marquina, Juan Eloy Arco, Martin Atzmüller, F. Ballarini, Emilia I. Barakova, Guido Bologna, María Paula Bonomini, Germán Castellanos-Domínguez, Diego Castillo-Barnes, S. B. Cho, A. Ricardo Contreras, J. M. Cuadra, Enrique Domínguez, Francisco Domínguez-Mateos, Richard J. Duro, David A. Elizondo, Antonio Fernández-Caballero, Eduardo Fernández, Marco A. Formoso, Nicolás Gallego-Molina, Javier Gamazo, Javier González Jiménez, Jacob Rodriguez-Rivero, Carlos Garre del Olmo, F. Javier Garrigós, Andrés Gómez-Rodellar, Pedro Gómez Vilda, Manuel Graña, Bernabé Rodríguez-Tapia, Sophie C. F. Hendrikse, Carmen Jimenez-Mesa, Marina Jodra-Chuan, Vicente Julián, G. Gabriela Kotz, Krzysztof Kutt, Matthew Leming, Javier de Lope Asiaín, Beatriz del Cisne Macas Ordónez, V. Marrero-Aguiar, José Javier Martínez, Francisco Jesús Martínez-Murcia, Rafael Martínez-Tomás, Jirí Mekyska, Grzegorz J. Nalepa, Paulo Novais, D. Orellana, Andrés Ortiz, Daniel Palacios-Alonso, José T. Palma, António Pereira, Pedro Pinacho Davidson, María Angélica Pinninghoff, M. Ponticorvo, Alexandra Psarrou, Javier Ramírez, Mariano Rincón, V. Rodellar-Biarge, Ignacio Rodríguez-Rodríguez, Peter H. M. P. Roelofsma, José Santos, Diego Salas-Gonzalez, Pedro Salcedo Lagos, Fermín Segovia, Afshin Shoeibi, M. Silva, Dragan Simic, John Suckling, Jan Treur, Athanasios Tsanas, Ramiro Varela, S. H. Wang, Wei Wang, Y. D. Zhang, Hengde Zhu, Z. Zhu, J. M. Ferrández-Vicente

Inf. Fusion, December, 2023

2022

Automatic Left Bundle Branch Block Diagnose Using a 2-D Convolutional Network.

Axel Wood, Marcos Cerrato, María Paula Bonomini

Proceedings of the Artificial Intelligence in Neuroscience: Affective Analysis and Health Applications, 2022

Evaluation of a Gaussian Mixture Model for Generating Synthetic ECG Signals During an Angioplasty Procedure.

Anderson Iván Rincón Soler, Pedro David Arini, Santiago F. Caracciolo, Fernando Ingallina, María Paula Bonomini

Proceedings of the Artificial Intelligence in Neuroscience: Affective Analysis and Health Applications, 2022

The Effect of Breathing Maneuvers on the Interaction Between Pulse Fluctuation and Heart Rate Variability.

Nicolás Alberto Posteguillo, María Paula Bonomini

Proceedings of the Artificial Intelligence in Neuroscience: Affective Analysis and Health Applications, 2022

QRS-T Angle as a Biomarker for LBBB Strict Diagnose.

Beatriz del Cisne Macas Ordónez, José Manuel Ferrández de Vicente, María Paula Bonomini

Proceedings of the Artificial Intelligence in Neuroscience: Affective Analysis and Health Applications, 2022

2020

Classification of ischemic and non-ischemic cardiac events in Holter recordings based on the continuous wavelet transform.

Carolina Fernández Biscay, Pedro David Arini, Anderson Iván Rincón Soler, María Paula Bonomini

Medical Biol. Eng. Comput., 2020

Artificial intelligence within the interplay between natural and artificial computation: Advances in data science, trends and applications.

Juan Manuel Górriz, Javier Ramírez, Andrés Ortiz, Francisco Jesús Martínez-Murcia, Fermín Segovia, John Suckling, Matthew Leming, Yu-Dong Zhang, José Ramón Álvarez Sánchez, Guido Bologna, María Paula Bonomini, Fernando E. Casado, David Charte, Francisco Charte, Ricardo Contreras, Alfredo Cuesta-Infante, Richard J. Duro, Antonio Fernández-Caballero, José Manuel Ferrández

Neurocomputing, 2020

The Effect of Breath Pacing on Task Switching and Working Memory.

María Paula Bonomini, Mikel Val-Calvo, Alejandro Díaz-Morcillo, Florencia Segovia, José Manuel Ferrández de Vicente, Eduardo Fernández-Jover

Int. J. Neural Syst., 2020

2019

Depolarization spatial variance as a cardiac dyssynchrony descriptor.

María Paula Bonomini, Daniel F. Ortega, Luis D. Barja, Nicolas Mangani, Pedro David Arini

Biomed. Signal Process. Control., 2019

Autonomic Modulation During a Cognitive Task Using a Wearable Device.

María Paula Bonomini, Mikel Val-Calvo, Alejandro Díaz-Morcillo, José Manuel Ferrández de Vicente, Eduardo Fernández-Jover

Proceedings of the Understanding the Brain Function and Emotions, 2019

Differentiation Between Ischemic and Heart Rate Related Events Using the Continuous Wavelet Transform.

Carolina Fernández Biscay, Pedro David Arini, Anderson Iván Rincón Soler, María Paula Bonomini

Proceedings of the From Bioinspired Systems and Biomedical Applications to Machine Learning, 2019

2017

Modulation of spatial variance of ventricular repolarization after myocardial infarction.

María Paula Bonomini, Pedro David Arini

Biomed. Signal Process. Control., 2017

2015

Dynamic Response of Electrocardiographic Indices During Abrupt Heart Rate Changes - Comparison between Young and Middle-aged Subjects.

Marcos Javier Teperino, María Paula Bonomini, Pablo Daniel Cruces, Pedro David Arini

Proceedings of the BIOSIGNALS 2015, 2015

2014

2D ECG differences in frontal vs preferential planes inpatients referred for percutaneous transluminal coronary angioplasty.

María Paula Bonomini, Sebastián Javier Corizzo, Pablo Laguna, Pedro David Arini

Biomed. Signal Process. Control., 2014

Normal Ventricular Repolarization Dispersion Range with Abrupt Heart Rate Changes.

Pablo Daniel Cruces, María Paula Bonomini, Marcos Javier Teperino, Ana Mincholé, Pablo Laguna, Pedro David Arini

Proceedings of the Computing in Cardiology, CinC 2014, 2014

2013

Inverse Allometry: Foundations for a Bioinspired LVH-Prediction Model.

María Paula Bonomini, Fernando Ingallina, Valeria Barone, Pedro David Arini

Proceedings of the Natural and Artificial Models in Computation and Biology, 2013

2009

Searching for semantics in the retinal code.

María Paula Bonomini, José M. Ferrández, Eduardo Fernández

Neurocomputing, 2009

Analysis of Retinal Ganglion Cells Population Responses Using Information Theory and Artificial Neural Networks: Towards Functional Cell Identification.

María Paula Bonomini, José Manuel Ferrández de Vicente, Joaquin Rueda, Eduardo Fernández

Proceedings of the Methods and Models in Artificial and Natural Computation. A Homage to Professor Mira.s Scientific Legacy, 2009

2007

An Adaptable Multichannel Architecture for Cortical Stimulation.

José Manuel Ferrández de Vicente, E. Liaño, María Paula Bonomini, Eduardo Fernández

Proceedings of the Bio-inspired Modeling of Cognitive Tasks, 2007

Functional Identification of Retinal Ganglion Cells Based on Neural Population Responses.

María Paula Bonomini, José Manuel Ferrández de Vicente, Eduardo Fernández

Proceedings of the Bio-inspired Modeling of Cognitive Tasks, 2007

2005

A Multiplexed Current Source Portable Stimulator Architecture for a Visual Cortical Neuroprosthesis.

José Manuel Ferrández de Vicente, María Paula Bonomini, Eduardo Fernández

Proceedings of the Mechanisms, 2005

Formulation and Validation of a Method for Classifying Neurons from Multielectrode Recordings.

María Paula Bonomini, José Manuel Ferrández de Vicente, Jose Angel Bolea, Eduardo Fernández

Proceedings of the Mechanisms, 2005

2003

Validation of a Cortical Electrode Model for Neuroprosthetics Purposes.

Francisco García de Quirós, María Paula Bonomini, José Manuel Ferrández de Vicente, Eduardo Fernández

Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003