Roberto Hornero

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 85

Top Venues

EMBC

Entropy

Comput. Methods Programs Biomed.

Comput. Biol. Medicine

Publications

Víctor Gutiérrez-de Pablo, Jesús Poza, Aaron Maturana-Candelas, Víctor Rodríguez-González, Miguel Ángel Tola-Arribas, Mónica Cano, Hideyuki Hoshi, Yoshihito Shigihara, Roberto Hornero, Carlos Gómez
Exploring the disruptions of the neurophysiological organization in Alzheimer's disease: An integrative approach. Comput. Methods Programs Biomed. 250 (2024)
Sergio Pérez-Velasco, Diego Marcos-Martínez, Eduardo Santamaría-Vázquez, Víctor Martínez-Cagigal, Selene Moreno-Calderón, Roberto Hornero
Unraveling motor imagery brain patterns using explainable artificial intelligence based on Shapley values. Comput. Methods Programs Biomed. 246 (2024)
Santiago Cepeda, Roberto Romero, Daniel García-Pérez, Guillermo Blasco, Luigi Tommaso Luppino, Samuel Kuttner, Ignacio Arrese, Ole Solheim, Live Eikenes, Anna Karlberg, Angel Perez-Nunez, Trinidad Escudero, Roberto Hornero, Rosario Sarabia
Postoperative glioblastoma segmentation: Development of a fully automated pipeline using deep convolutional neural networks and comparison with currently available models. CoRR (2024)
Jorge Jiménez-García, María García, Gonzalo C. Gutiérrez-Tobal, Leila Kheirandish-Gozal, Fernando Vaquerizo-Villar, Daniel Álvarez, Félix del Campo, David Gozal, Roberto Hornero
An explainable deep-learning architecture for pediatric sleep apnea identification from overnight airflow and oximetry signals. Biomed. Signal Process. Control. 87 (Part B) (2024)
Víctor Rodríguez-González, Pablo Núñez, Carlos Gómez, Hideyuki Hoshi, Yoshihito Shigihara, Roberto Hornero, Jesús Poza
Unveiling the alterations in the frequency-dependent connectivity structure of MEG signals in mild cognitive impairment and Alzheimer's disease. Biomed. Signal Process. Control. 87 (Part A) (2024)
Roberto Romero-Oraá, María Herrero-Tudela, María I. López, Roberto Hornero, María García
Attention-based deep learning framework for automatic fundus image processing to aid in diabetic retinopathy grading. Comput. Methods Programs Biomed. 249 (2024)
Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Sergio Pérez-Velasco, Diego Marcos-Martínez, Selene Moreno-Calderón, Roberto Hornero
Nonparametric Early Stopping Detection for c-VEP-based Brain-Computer Interfaces: A Pilot Study. EMBC (2023)
Pedro Martínez-Paz, Javier Gomez-Pilar, Marta Martín-Fernández, Francisco C. Ceballos, Esther Gómez-Sánchez, Roberto Hornero, Eduardo Tamayo
Gene Co-Expression Networks Offer New Perspectives on Sepsis Pathophysiology. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (6) (2023)
Clara García-Vicente, Gonzalo C. Gutiérrez-Tobal, Jorge Jiménez-García, Adrián Martín-Montero, David Gozal, Roberto Hornero
ECG-based convolutional neural network in pediatric obstructive sleep apnea diagnosis. Comput. Biol. Medicine 167 (2023)
Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Roberto Hornero
Toward Early Stopping Detection for Non-binary c-VEP-Based BCIs: A Pilot Study. IWANN (2) (2023)
Víctor Rodríguez-González, Pablo Núñez, Carlos Gómez, Yoshihito Shigihara, Hideyuki Hoshi, Miguel Ángel Tola-Arribas, Mónica Cano, Ángel Guerrero, David García-Azorín, Roberto Hornero, Jesús Poza
Connectivity-based Meta-Bands: A new approach for automatic frequency band identification in connectivity analyses. NeuroImage 280 (2023)
Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Sergio Pérez-Velasco, Diego Marcos-Martínez, Selene Moreno-Calderón, Roberto Hornero
Non-binary m-sequences for more comfortable brain-computer interfaces based on c-VEPs. Expert Syst. Appl. 232 (2023)
Diego Marcos-Martínez, Eduardo Santamaría-Vázquez, Víctor Martínez-Cagigal, Sergio Pérez-Velasco, Víctor Rodríguez-González, Ana Martín-Fernández, Selene Moreno-Calderón, Roberto Hornero
ITACA: An open-source framework for Neurofeedback based on Brain-Computer Interfaces. Comput. Biol. Medicine 160 (2023)
Selene Moreno-Calderón, Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Sergio Pérez-Velasco, Diego Marcos-Martínez, Roberto Hornero
Assessing the Potential of Brain-Computer Interface Multiplayer Video Games using c-VEPs: A Pilot Study. EMBC (2023)
Francisco Salto, Carmen Requena, Paula Alvarez-Merino, Víctor Rodríguez, Jesús Poza, Roberto Hornero
Electrical analysis of logical complexity: an exploratory eeg study of logically valid/invalid deducive inference. Brain Informatics 10 (1) (2023)
Eduardo Santamaría-Vázquez, Víctor Martínez-Cagigal, Diego Marcos-Martínez, Víctor Rodríguez-González, Sergio Pérez-Velasco, Selene Moreno-Calderón, Roberto Hornero
MEDUSA©: A novel Python-based software ecosystem to accelerate brain-computer interface and cognitive neuroscience research. Comput. Methods Programs Biomed. 230 (2023)
Fernando Vaquerizo-Villar, Gonzalo C. Gutiérrez-Tobal, Eva Calvo, Daniel Álvarez, Leila Kheirandish-Gozal, Félix del Campo, David Gozal, Roberto Hornero
An explainable deep-learning model to stage sleep states in children and propose novel EEG-related patterns in sleep apnea. Comput. Biol. Medicine 165 (2023)
Fernando Vaquerizo-Villar, Daniel Álvarez, Gonzalo C. Gutiérrez-Tobal, Félix del Campo, David Gozal, Leila Kheirandish-Gozal, Thomas Penzel, Roberto Hornero
A deep learning model based on the combination of convolutional and recurrent neural networks to enhance pulse oximetry ability to classify sleep stages in children with sleep apnea. EMBC (2023)
Pablo Armañac-Julián, Adrián Martín-Montero, Salla Hietakoste, Jesús Lázaro, Samu Kainulainen, David Gozal, Roberto Hornero, Pablo Laguna, Gonzalo C. Gutiérrez-Tobal, Eduardo Gil, Raquel Bailón
Characterization of Cardiopulmonary Coupling in Pediatric Patients with Obstructive Sleep Apnea. CinC (2023)
Adrián Martín-Montero, Pablo Armañac-Julián, Eduardo Gil, Leila Kheirandish-Gozal, Daniel Álvarez, Jesús Lázaro, Raquel Bailón, David Gozal, Pablo Laguna, Roberto Hornero, Gonzalo C. Gutiérrez-Tobal
Pediatric sleep apnea: Characterization of apneic events and sleep stages using heart rate variability. Comput. Biol. Medicine 154 (2023)
Eduardo Santamaría-Vázquez, Víctor Martínez-Cagigal, Roberto Hornero
Bit-Wise Reconstruction of Non-binary Visual Stimulation Patterns from EEG Using Deep Learning: A Promising Alternative for User-Friendly High-Speed c-VEP-Based BCIs. IWANN (2) (2023)
Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Roberto Hornero
Brain-computer interface channel selection optimization using meta-heuristics and evolutionary algorithms. Appl. Soft Comput. 115 (2022)
Jorge Jiménez-García, María García, Gonzalo C. Gutiérrez-Tobal, Leila Kheirandish-Gozal, Fernando Vaquerizo-Villar, Daniel Álvarez, Félix del Campo, David Gozal, Roberto Hornero
A 2D convolutional neural network to detect sleep apnea in children using airflow and oximetry. Comput. Biol. Medicine 147 (2022)
Eduardo Santamaría-Vázquez, Víctor Martínez-Cagigal, Sergio Pérez-Velasco, Diego Marcos-Martínez, Roberto Hornero
Robust asynchronous control of ERP-Based brain-Computer interfaces using deep learning. Comput. Methods Programs Biomed. 215 (2022)
Gonzalo C. Gutiérrez-Tobal, Javier Gomez-Pilar, Leila Kheirandish-Gozal, Adrián Martín-Montero, Jesús Poza, Daniel Álvarez, Félix del Campo, David Gozal, Roberto Hornero
Slow EEG Oscillation to Characterize Pediatric Sleep Apnea and Associated Cognitive Impairments. EMBC (2022)
Verónica Barroso-García, Gonzalo C. Gutiérrez-Tobal, David Gozal, Fernando Vaquerizo-Villar, Daniel Álvarez, Félix del Campo, Leila Kheirandish-Gozal, Roberto Hornero
Wavelet Analysis of Overnight Airflow to Detect Obstructive Sleep Apnea in Children. Sensors 21 (4) (2021)
Víctor Rodríguez-González, Víctor Gutiérrez-de Pablo, Carlos Gómez, Yoshihito Shigihara, Hideyuki Hoshi, Roberto Hornero, Miguel Ángel Tola-Arribas, Mónica Cano, Jesús Poza
High Frequential Resolution Networks: Considerations on a New Functional Brain Connectivity Framework. EMBC (2021)
Diego Marcos-Martínez, Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Sergio Pérez-Velasco, Roberto Hornero
Neurofeedback Training Based on Motor Imagery Strategies Increases EEG Complexity in Elderly Population. Entropy 23 (12) (2021)
Fernando Vaquerizo-Villar, Daniel Álvarez, Leila Kheirandish-Gozal, Gonzalo C. Gutiérrez-Tobal, Verónica Barroso-García, Eduardo Santamaría-Vázquez, Félix del Campo, David Gozal, Roberto Hornero
A Convolutional Neural Network Architecture to Enhance Oximetry Ability to Diagnose Pediatric Obstructive Sleep Apnea. IEEE J. Biomed. Health Informatics 25 (8) (2021)
Gonzalo C. Gutiérrez-Tobal, Daniel Álvarez, Fernando Vaquerizo-Villar, Andrea Crespo, Leila Kheirandish-Gozal, David Gozal, Félix del Campo, Roberto Hornero
Ensemble-learning regression to estimate sleep apnea severity using at-home oximetry in adults. Appl. Soft Comput. 111 (2021)
Adrián Martín-Montero, Gonzalo C. Gutiérrez-Tobal, David Gozal, Verónica Barroso-García, Daniel Álvarez, Félix del Campo, Leila Kheirandish-Gozal, Roberto Hornero
Erratum: Martín-Montero et al. Bispectral Analysis of Heart Rate Variability to Characterize and Help Diagnose Pediatric Sleep Apnea. Entropy 2021, 23, 1016. Entropy 23 (11) (2021)
Pablo Núñez, Jesús Poza, Carlos Gómez, Víctor Rodríguez-González, Arjan Hillebrand, Prejaas Tewarie, Miguel Ángel Tola-Arribas, Mónica Cano, Roberto Hornero
Abnormal meta-state activation of dynamic brain networks across the Alzheimer spectrum. NeuroImage 232 (2021)
Adrián Martín-Montero, Gonzalo C. Gutiérrez-Tobal, David Gozal, Verónica Barroso-García, Daniel Álvarez, Félix del Campo, Leila Kheirandish-Gozal, Roberto Hornero
Bispectral Analysis of Heart Rate Variability to Characterize and Help Diagnose Pediatric Sleep Apnea. Entropy 23 (8) (2021)
Marcos Revilla-Vallejo, Jesús Poza, Javier Gomez-Pilar, Roberto Hornero, Miguel Ángel Tola-Arribas, Mónica Cano, Carlos Gómez
Exploring the Alterations in the Distribution of Neural Network Weights in Dementia Due to Alzheimer's Disease. Entropy 23 (5) (2021)
Fernando Vaquerizo-Villar, Daniel Álvarez, Jan F. Kraemer, Niels Wessel, Gonzalo C. Gutiérrez-Tobal, Eva Calvo, Félix del Campo, Leila Kheirandish-Gozal, David Gozal, Thomas Penzel, Roberto Hornero
Automatic Sleep Staging in Children with Sleep Apnea using Photoplethysmography and Convolutional Neural Networks. EMBC (2021)
Verónica Barroso-García, Gonzalo C. Gutiérrez-Tobal, Leila Kheirandish-Gozal, Fernando Vaquerizo-Villar, Daniel Álvarez, Félix del Campo, David Gozal, Roberto Hornero
Bispectral analysis of overnight airflow to improve the pediatric sleep apnea diagnosis. Comput. Biol. Medicine 129 (2021)
Pablo Núñez, Víctor Rodríguez-González, Víctor Gutiérrez-de Pablo, Carlos Gómez, Yoshihito Shigihara, Hideyuki Hoshi, Roberto Hornero, Jesús Poza
Effect of segment length, sampling frequency, and imaging modality on the estimation of measures of brain meta-state activation: an MEG/EEG study. EMBC (2021)
Daniel Álvarez, C. Ainhoa Arroyo, Julio de Frutos, Andrea Crespo, Ana Cerezo-Hernández, Gonzalo C. Gutiérrez-Tobal, Fernando Vaquerizo-Villar, Verónica Barroso-García, Fernando Moreno, Tomás Ruiz, Roberto Hornero, Félix del Campo
Assessment of Nocturnal Autonomic Cardiac Imbalance in Positional Obstructive Sleep Apnea. A Multiscale Nonlinear Approach. Entropy 22 (12) (2020)
Verónica Barroso-García, Gonzalo C. Gutiérrez-Tobal, Leila Kheirandish-Gozal, Daniel Álvarez, Fernando Vaquerizo-Villar, Pablo Núñez, Félix del Campo, David Gozal, Roberto Hornero
Usefulness of recurrence plots from airflow recordings to aid in paediatric sleep apnoea diagnosis. Comput. Methods Programs Biomed. 183 (2020)
Aaron Maturana-Candelas, Carlos Gómez, Jesús Poza, Saúl J. Ruiz-Gómez, Roberto Hornero
Inter-band Bispectral Analysis of EEG Background Activity to Characterize Alzheimer's Disease Continuum. Frontiers Comput. Neurosci. 14 (2020)
Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Roberto Hornero
Correction: Martínez-Cagigal, V.; Santamaría-Vázquez, E.; Hornero, R. Asynchronous Control of P300-Based Brain-Computer Interfaces Using Sample Entropy. Entropy 2019, 21, 230. Entropy 22 (5) (2020)
Roberto Romero-Oraá, María García, Javier Oraá-Pérez, María Isabel López, Roberto Hornero
A robust method for the automatic location of the optic disc and the fovea in fundus images. Comput. Methods Programs Biomed. 196 (2020)
Víctor Gutiérrez-de Pablo, Carlos Gómez, Jesús Poza, Aaron Maturana-Candelas, Sandra Martins, Iva Gomes, Alexandra M. Lopes, Nadia Pinto, Roberto Hornero
Relationship between the Presence of the ApoE ε4 Allele and EEG Complexity along the Alzheimer's Disease Continuum. Sensors 20 (14) (2020)
Fernando Vaquerizo-Villar, Daniel Álvarez, Leila Kheirandish-Gozal, Gonzalo C. Gutiérrez-Tobal, Javier Gomez-Pilar, Andrea Crespo, Félix del Campo, David Gozal, Roberto Hornero
Automatic Assessment of Pediatric Sleep Apnea Severity Using Overnight Oximetry and Convolutional Neural Networks. EMBC (2020)
Javier Gomez-Pilar, Georg Northoff, Fernando Vaquerizo-Villar, Jesús Poza, Gonzalo C. Gutiérrez-Tobal, Roberto Hornero
Intraindividual Characterization of the Sleep Spindle Variability in Healthy Subjects. EMBC (2020)
Jorge Jiménez-García, Gonzalo C. Gutiérrez-Tobal, María García, Leila Kheirandish-Gozal, Adrián Martín-Montero, Daniel Álvarez, Félix del Campo, David Gozal, Roberto Hornero
Assessment of Airflow and Oximetry Signals to Detect Pediatric Sleep Apnea-Hypopnea Syndrome Using AdaBoost. Entropy 22 (6) (2020)
Roberto Romero-Oraá, María García, Javier Oraá-Pérez, María Isabel López Gálvez, Roberto Hornero
Effective Fundus Image Decomposition for the Detection of Red Lesions and Hard Exudates to Aid in the Diagnosis of Diabetic Retinopathy. Sensors 20 (22) (2020)
Saúl J. Ruiz-Gómez, Carlos Gómez, Jesús Poza, Marcos Revilla-Vallejo, Víctor Gutiérrez-de Pablo, Víctor Rodríguez-González, Aaron Maturana-Candelas, Roberto Hornero
Volume Conduction Effects on Connectivity Metrics: Application of Network Parameters to Characterize Alzheimer's Disease Continuum. EMBC (2020)
Víctor Martínez-Cagigal, Reinmar J. Kobler, Valeria Mondini, Roberto Hornero, Gernot R. Müller-Putz
Non-linear online low-frequency EEG decoding of arm movements during a pursuit tracking task. EMBC (2020)
Verónica Barroso-García, Gonzalo C. Gutiérrez-Tobal, Leila Kheirandish-Gozal, Daniel Álvarez, Fernando Vaquerizo-Villar, Félix del Campo, David Gozal, Roberto Hornero
Usefulness of Spectral Analysis of Respiratory Rate Variability to Help in Pediatric Sleep Apnea-Hypopnea Syndrome Diagnosis. EMBC (2019)
Roberto Romero-Oraá, Jorge Jiménez-García, María García, María Isabel López Gálvez, Javier Oraá-Pérez, Roberto Hornero
Entropy Rate Superpixel Classification for Automatic Red Lesion Detection in Fundus Images. Entropy 21 (4) (2019)
Gonzalo C. Gutiérrez-Tobal, Daniel Álvarez, Andrea Crespo, Félix del Campo, Roberto Hornero
Evaluation of Machine-Learning Approaches to Estimate Sleep Apnea Severity From At-Home Oximetry Recordings. IEEE J. Biomed. Health Informatics 23 (2) (2019)
Daniel Álvarez, Ana Sánchez-Fernández, Ana M. Andrés-Blanco, Gonzalo C. Gutiérrez-Tobal, Fernando Vaquerizo-Villar, Verónica Barroso-García, Roberto Hornero, Félix del Campo
Influence of Chronic Obstructive Pulmonary Disease and Moderate-To-Severe Sleep Apnoea in Overnight Cardiac Autonomic Modulation: Time, Frequency and Non-Linear Analyses. Entropy 21 (4) (2019)
Saúl J. Ruiz-Gómez, Carlos Gómez, Jesús Poza, Aaron Maturana-Candelas, Víctor Rodríguez-González, María García, Miguel Ángel Tola-Arribas, Mónica Cano, Roberto Hornero
Analysis of Volume Conduction Effects on Different Functional Connectivity Metrics: Application to Alzheimer's Disease EEG Signals. EMBC (2019)
Jorge Jiménez-García, Roberto Romero-Oraá, María García, María Isabel López Gálvez, Roberto Hornero
Combination of Global Features for the Automatic Quality Assessment of Retinal Images. Entropy 21 (3) (2019)
Víctor Rodríguez-González, Jesús Poza, Pablo Núñez, Carlos Gómez, María García, Yoshihito Shigihara, Hideyuki Hoshi, Eduardo Santamaría-Vázquez, Roberto Hornero
Towards Automatic Artifact Rejection in Resting-State MEG Recordings: Evaluating the Performance of the SOUND Algorithm. EMBC (2019)
Pablo Núñez, Jesús Poza, Carlos Gómez, Verónica Barroso-García, Saúl J. Ruiz-Gómez, Aaron Maturana-Candelas, Miguel Ángel Tola-Arribas, Mónica Cano, Roberto Hornero
Characterization of EEG Resting-state Activity in Alzheimer's Disease by Means of Recurrence Plot Analyses. EMBC (2019)
Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Roberto Hornero
Asynchronous Control of P300-Based Brain-Computer Interfaces Using Sample Entropy. Entropy 21 (3) (2019)
Aaron Maturana-Candelas, Carlos Gómez, Jesús Poza, Nadia Pinto, Roberto Hornero
EEG Characterization of the Alzheimer's Disease Continuum by Means of Multiscale Entropies. Entropy 21 (6) (2019)
Fernando Vaquerizo-Villar, Daniel Álvarez, Leila Kheirandish-Gozal, Gonzalo C. Gutiérrez-Tobal, Verónica Barroso-García, Félix del Campo, David Gozal, Roberto Hornero
Convolutional Neural Networks to Detect Pediatric Apnea-Hypopnea Events from Oximetry. EMBC (2019)
Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Javier Gomez-Pilar, Roberto Hornero
Towards an accessible use of smartphone-based social networks through brain-computer interfaces. Expert Syst. Appl. 120 (2019)
Gonzalo C. Gutiérrez-Tobal, Leila Kheirandish-Gozal, Fernando Vaquerizo-Villar, Daniel Álvarez, Verónica Barroso-García, Andrea Crespo, Félix del Campo, David Gozal, Roberto Hornero
Bispectral Analysis to Enhance Oximetry as a Simplified Alternative for Pediatric Sleep Apnea Diagnosis. EMBC (2018)
Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Roberto Hornero
Controlling a Smartphone with Brain-Computer Interfaces: A Preliminary Study. AMDO (2018)
Saúl J. Ruiz-Gómez, Carlos Gómez, Jesús Poza, Mario Martínez-Zarzuela, Miguel Ángel Tola-Arribas, Mónica Cano, Roberto Hornero
Measuring Alterations of Spontaneous EEG Neural Coupling in Alzheimer's Disease and Mild Cognitive Impairment by Means of Cross-Entropy Metrics. Frontiers Neuroinformatics 12 (2018)
Fernando Vaquerizo-Villar, Daniel Álvarez, Leila Kheirandish-Gozal, Gonzalo C. Gutiérrez-Tobal, Verónica Barroso-García, Andrea Crespo, Félix del Campo, David Gozal, Roberto Hornero
Improving the Diagnostic Ability of Oximetry Recordings in Pediatric Sleep Apnea-Hypopnea Syndrome by Means of Multi-Class AdaBoost. EMBC (2018)
Carlos Gómez, Saúl J. Ruiz-Gómez, Jesús Poza, Aaron Maturana-Candelas, Pablo Núñez, Nadia Pinto, Miguel Ángel Tola-Arribas, Mónica Cano, Roberto Hornero
Assessment of EEG Connectivity Patterns in Mild Cognitive Impairment Using Phase Slope Index. EMBC (2018)
Javier Gomez-Pilar, Jesús Poza, Alejandro Bachiller, Carlos Gómez, Pablo Núñez, Alba Lubeiro, Vicente Molina, Roberto Hornero
Quantification of Graph Complexity Based on the Edge Weight Distribution Balance: Application to Brain Networks. Int. J. Neural Syst. 28 (1) (2018)
Fernando Vaquerizo-Villar, Daniel Álvarez, Leila Kheirandish-Gozal, Gonzalo C. Gutiérrez-Tobal, Verónica Barroso-García, Andrea Crespo, Félix del Campo, David Gozal, Roberto Hornero
Utility of bispectrum in the screening of pediatric sleep apnea-hypopnea syndrome using oximetry recordings. Comput. Methods Programs Biomed. 156 (2018)
Saúl J. Ruiz-Gómez, Carlos Gómez, Jesús Poza, Gonzalo C. Gutiérrez-Tobal, Miguel Ángel Tola-Arribas, Mónica Cano, Roberto Hornero
Automated Multiclass Classification of Spontaneous EEG Activity in Alzheimer's Disease and Mild Cognitive Impairment. Entropy 20 (1) (2018)
Andrea Crespo, Daniel Álvarez, Gonzalo C. Gutiérrez-Tobal, Fernando Vaquerizo-Villar, Verónica Barroso-García, María Luz Alonso Álvarez, Joaquín Terán-Santos, Roberto Hornero, Félix del Campo
Multiscale Entropy Analysis of Unattended Oximetric Recordings to Assist in the Screening of Paediatric Sleep Apnoea at Home. Entropy 19 (6) (2017)
Jesús Poza, Alejandro Bachiller, Carlos Gómez, María García, Pablo Núñez, Javier Gomez-Pilar, Miguel Ángel Tola-Arribas, Mónica Cano, Roberto Hornero
Phase-amplitude coupling analysis of spontaneous EEG activity in Alzheimer's disease. EMBC (2017)
Verónica Barroso-García, Gonzalo C. Gutiérrez-Tobal, Leila Kheirandish-Gozal, Daniel Álvarez, Fernando Vaquerizo-Villar, Andrea Crespo, Félix del Campo, David Gozal, Roberto Hornero
Irregularity and Variability Analysis of Airflow Recordings to Facilitate the Diagnosis of Paediatric Sleep Apnoea-Hypopnoea Syndrome. Entropy 19 (9) (2017)
Víctor Martínez-Cagigal, Roberto Hornero
A Binary Bees Algorithm for P300-Based Brain-Computer Interfaces Channel Selection. IWANN (2) (2017)
Gonzalo C. Gutiérrez-Tobal, Julio de Frutos, Daniel Álvarez, Fernando Vaquerizo-Villar, Verónica Barroso-García, Andrea Crespo, Félix del Campo, Roberto Hornero
A Bayesian neural network approach to compare the spectral information from nasal pressure and thermistor airflow in the automatic sleep apnea severity estimation. EMBC (2017)
Carlos Gómez, Fernando Vaquerizo-Villar, Jesús Poza, Saúl J. Ruiz-Gómez, Miguel Ángel Tola-Arribas, Mónica Cano, Roberto Hornero
Bispectral analysis of spontaneous EEG activity from patients with moderate dementia due to Alzheimer's disease. EMBC (2017)
Fernando Vaquerizo-Villar, Daniel Álvarez, Gonzalo C. Gutiérrez-Tobal, Verónica Barroso-García, Leila Kheirandish-Gozal, Andrea Crespo, Félix del Campo, David Gozal, Roberto Hornero
Usefulness of discrete wavelet transform in the analysis of oximetry signals to assist in childhood sleep apnea-hypopnea syndrome diagnosis. EMBC (2017)
Javier Gomez-Pilar, Jesús Poza, Alejandro Bachiller, Pablo Núñez, Carlos Gómez, Alba Lubeiro, Vicente Molina, Roberto Hornero
Novel measure of the weigh distribution balance on the brain network: Graph complexity applied to schizophrenia. EMBC (2016)
Carlos Gómez, Jesús Poza, María T. Gutiérrez, Esther Prada, Nuria Mendoza, Roberto Hornero
intervention. Comput. Methods Programs Biomed. 136 (2016)
Carlos Gómez, Jesús Poza, Javier Gomez-Pilar, Alejandro Bachiller, Celia Juan-Cruz, Miguel Ángel Tola-Arribas, Alicia Carreres, Mónica Cano, Roberto Hornero
Analysis of spontaneous EEG activity in Alzheimer's disease using cross-sample entropy and graph theory. EMBC (2016)
Pablo Núñez, Jesús Poza, Javier Gomez-Pilar, Alejandro Bachiller, Carlos Gómez, Alba Lubeiro, Vicente Molina, Roberto Hornero
Analysis of the non-stationarity of neural activity during an auditory oddball task in schizophrenia. EMBC (2016)
Amine Khadmaoui, Carlos Gómez, Jesús Poza, Alejandro Bachiller, Alberto Fernández, Javier Quintero, Roberto Hornero
MEG Analysis of Neural Interactions in Attention-Deficit/Hyperactivity Disorder. Comput. Intell. Neurosci. 2016 (2016)
María García, Jesús Poza, Alejandro Bachiller, David Santamarta, Roberto Hornero
Effect of infusion tests on the dynamical properties of intracranial pressure in hydrocephalus. Comput. Methods Programs Biomed. 134 (2016)
Gonzalo C. Gutiérrez-Tobal, Daniel Álvarez, Félix del Campo, Roberto Hornero
Utility of AdaBoost to Detect Sleep Apnea-Hypopnea Syndrome From Single-Channel Airflow. IEEE Trans. Biomed. Eng. 63 (3) (2016)
Celia Juan-Cruz, Carlos Gómez, Jesús Poza, Alberto Fernández, Roberto Hornero
Analysis of magnetoencephalography signals from Alzheimer's disease patients using granger causality. EMBC (2016)
Javier Gomez-Pilar, Rebeca Corralejo, Luis F. Nicolás-Alonso, Daniel Álvarez, Roberto Hornero
Neurofeedback training with a motor imagery-based BCI: neurocognitive improvements and EEG changes in the elderly. Medical Biol. Eng. Comput. 54 (11) (2016)
Daniel Álvarez, Leila Kheirandish-Gozal, Gonzalo C. Gutiérrez-Tobal, Andrea Crespo, Mona F. Philby, Meelad Mohammadi, Félix del Campo, David Gozal, Roberto Hornero
Automated analysis of nocturnal oximetry as screening tool for childhood obstructive sleep apnea-hypopnea syndrome. EMBC (2015)
Javier Gomez-Pilar, Jesús Poza, Alejandro Bachiller, Carlos Gómez, Vicente Molina, Roberto Hornero
Neural Network Reorganization Analysis During an Auditory Oddball Task in Schizophrenia Using Wavelet Entropy. Entropy 17 (8) (2015)
Luis F. Nicolás-Alonso, Rebeca Corralejo, Javier Gomez-Pilar, Daniel Álvarez, Roberto Hornero
Adaptive semi-supervised classification to reduce intersession non-stationarity in multiclass motor imagery-based brain-computer interfaces. Neurocomputing 159 (2015)
Gonzalo C. Gutiérrez-Tobal, Daniel Álvarez, Javier Gomez-Pilar, Félix del Campo, Roberto Hornero
Assessment of Time and Frequency Domain Entropies to Detect Sleep Apnoea in Heart Rate Variability Recordings from Men and Women. Entropy 17 (1) (2015)
Gonzalo C. Gutiérrez-Tobal, María Luz Alonso Álvarez, Daniel Álvarez, Félix del Campo, Joaquín Terán-Santos, Roberto Hornero
Diagnosis of pediatric obstructive sleep apnea: Preliminary findings using automatic analysis of airflow and oximetry recordings obtained at patients' home. Biomed. Signal Process. Control. 18 (2015)
Gonzalo C. Gutiérrez-Tobal, Leila Kheirandish-Gozal, Daniel Álvarez, Andrea Crespo, Mona F. Philby, Meelad Mohammadi, Félix del Campo, David Gozal, Roberto Hornero
Analysis and classification of oximetry recordings to predict obstructive sleep apnea severity in children. EMBC (2015)
Carlos Gómez, Joseph Troy Lizier, Michael Schaum, Patricia Wollstadt, Christine Grützner, Peter Uhlhaas, Christine M. Freitag, Sabine Schlitt, Sven Bölte, Roberto Hornero, Michael Wibral
Reduced predictable information in brain signals in autism spectrum disorder. Frontiers Neuroinformatics 8 (2014)
Daniel Álvarez, Gonzalo C. Gutiérrez-Tobal, Maria L. Alonso, Joaquín Terán-Santos, Félix del Campo, Roberto Hornero
Statistical and nonlinear analysis of oximetry from respiratory polygraphy to assist in the diagnosis of Sleep Apnea in children. EMBC (2014)
Rebeca Corralejo, Luis F. Nicolás-Alonso, Daniel Álvarez, Roberto Hornero
A P300-based brain-computer interface aimed at operating electronic devices at home for severely disabled people. Medical Biol. Eng. Comput. 52 (10) (2014)
Jesús Poza, Carlos Gómez, María García, Alejandro Bachiller, Alberto Fernández, Roberto Hornero
Analysis of spontaneous MEG activity in mild cognitive impairment and Alzheimer's disease using Jensen's divergence. EMBC (2014)
Carlos Gómez, Jesús Poza, Jesus Monge, Alberto Fernández, Roberto Hornero
Analysis of magnetoencephalography recordings from Alzheimer's disease patients using embedding entropies. EMBC (2014)
Javier Gomez-Pilar, Rebeca Corralejo, Luis F. Nicolás-Alonso, Daniel Álvarez, Roberto Hornero
Assessment of neurofeedback training by means of motor imagery based-BCI for cognitive rehabilitation. EMBC (2014)
Gonzalo C. Gutiérrez-Tobal, Daniel Álvarez, María Luz Alonso Álvarez, Joaquín Terán-Santos, Félix del Campo, Roberto Hornero
Exploring the spectral information of airflow recordings to help in pediatric Obstructive Sleep Apnea-Hypopnea Syndrome diagnosis. EMBC (2014)
Mario Martínez-Zarzuela, Carlos Gómez, Francisco Javier Díaz Pernas, Alberto Fernández, Roberto Hornero
Cross-Approximate Entropy parallel computation on GPUs for biomedical signal analysis. Application to MEG recordings. Comput. Methods Programs Biomed. 112 (1) (2013)
Jesús Poza, María García, Carlos Gómez, Alejandro Bachiller, Alicia Carreres, Roberto Hornero
Characterization of the spontaneous electroencephalographic activity in Alzheimer's disease using disequilibria and graph theory. EMBC (2013)

Roberto Hornero.css-eqlu8i{font-size:small;padding-left:4px;}

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Roberto Hornero