Roberto Hornero

Affiliations:
  • University of Valladolid, Biomedical Engineering Group (GIB), Spain


According to our database1, Roberto Hornero authored at least 135 papers between 1999 and 2022.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2022
Robust asynchronous control of ERP-Based brain-Computer interfaces using deep learning.
Comput. Methods Programs Biomed., 2022

Brain-computer interface channel selection optimization using meta-heuristics and evolutionary algorithms.
Appl. Soft Comput., 2022

2021
A Convolutional Neural Network Architecture to Enhance Oximetry Ability to Diagnose Pediatric Obstructive Sleep Apnea.
IEEE J. Biomed. Health Informatics, 2021

Wavelet Analysis of Overnight Airflow to Detect Obstructive Sleep Apnea in Children.
Sensors, 2021

Abnormal meta-state activation of dynamic brain networks across the Alzheimer spectrum.
NeuroImage, 2021

Exploring the Alterations in the Distribution of Neural Network Weights in Dementia Due to Alzheimer's Disease.
Entropy, 2021

Erratum: Martín-Montero et al. Bispectral Analysis of Heart Rate Variability to Characterize and Help Diagnose Pediatric Sleep Apnea. Entropy 2021, 23, 1016.
Entropy, 2021

Bispectral Analysis of Heart Rate Variability to Characterize and Help Diagnose Pediatric Sleep Apnea.
Entropy, 2021

Neurofeedback Training Based on Motor Imagery Strategies Increases EEG Complexity in Elderly Population.
Entropy, 2021

Bispectral analysis of overnight airflow to improve the pediatric sleep apnea diagnosis.
Comput. Biol. Medicine, 2021

Ensemble-learning regression to estimate sleep apnea severity using at-home oximetry in adults.
Appl. Soft Comput., 2021

Automatic Sleep Staging in Children with Sleep Apnea using Photoplethysmography and Convolutional Neural Networks.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

High Frequential Resolution Networks: Considerations on a New Functional Brain Connectivity Framework.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Effect of segment length, sampling frequency, and imaging modality on the estimation of measures of brain meta-state activation: an MEG/EEG study.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020
Effective Fundus Image Decomposition for the Detection of Red Lesions and Hard Exudates to Aid in the Diagnosis of Diabetic Retinopathy.
Sensors, 2020

Relationship between the Presence of the ApoE ε4 Allele and EEG Complexity along the Alzheimer's Disease Continuum.
Sensors, 2020

Inter-band Bispectral Analysis of EEG Background Activity to Characterize Alzheimer's Disease Continuum.
Frontiers Comput. Neurosci., 2020

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, 2020

Assessment of Airflow and Oximetry Signals to Detect Pediatric Sleep Apnea-Hypopnea Syndrome Using AdaBoost.
Entropy, 2020

Assessment of Nocturnal Autonomic Cardiac Imbalance in Positional Obstructive Sleep Apnea. A Multiscale Nonlinear Approach.
Entropy, 2020

A robust method for the automatic location of the optic disc and the fovea in fundus images.
Comput. Methods Programs Biomed., 2020

Usefulness of recurrence plots from airflow recordings to aid in paediatric sleep apnoea diagnosis.
Comput. Methods Programs Biomed., 2020

Automatic Assessment of Pediatric Sleep Apnea Severity Using Overnight Oximetry and Convolutional Neural Networks.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Volume Conduction Effects on Connectivity Metrics: Application of Network Parameters to Characterize Alzheimer's Disease Continuum.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Non-linear online low-frequency EEG decoding of arm movements during a pursuit tracking task.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Intraindividual Characterization of the Sleep Spindle Variability in Healthy Subjects.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019
Evaluation of Machine-Learning Approaches to Estimate Sleep Apnea Severity From At-Home Oximetry Recordings.
IEEE J. Biomed. Health Informatics, 2019

Towards an accessible use of smartphone-based social networks through brain-computer interfaces.
Expert Syst. Appl., 2019

Entropy Rate Superpixel Classification for Automatic Red Lesion Detection in Fundus Images.
Entropy, 2019

EEG Characterization of the Alzheimer's Disease Continuum by Means of Multiscale Entropies.
Entropy, 2019

Asynchronous Control of P300-Based Brain-Computer Interfaces Using Sample Entropy.
Entropy, 2019

Combination of Global Features for the Automatic Quality Assessment of Retinal Images.
Entropy, 2019

Influence of Chronic Obstructive Pulmonary Disease and Moderate-To-Severe Sleep Apnoea in Overnight Cardiac Autonomic Modulation: Time, Frequency and Non-Linear Analyses.
Entropy, 2019

Convolutional Neural Networks to Detect Pediatric Apnea-Hypopnea Events from Oximetry.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Analysis of Volume Conduction Effects on Different Functional Connectivity Metrics: Application to Alzheimer's Disease EEG Signals.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Towards Automatic Artifact Rejection in Resting-State MEG Recordings: Evaluating the Performance of the SOUND Algorithm.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Characterization of EEG Resting-state Activity in Alzheimer's Disease by Means of Recurrence Plot Analyses.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Usefulness of Spectral Analysis of Respiratory Rate Variability to Help in Pediatric Sleep Apnea-Hypopnea Syndrome Diagnosis.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018
Quantification of Graph Complexity Based on the Edge Weight Distribution Balance: Application to Brain Networks.
Int. J. Neural Syst., 2018

Measuring Alterations of Spontaneous EEG Neural Coupling in Alzheimer's Disease and Mild Cognitive Impairment by Means of Cross-Entropy Metrics.
Frontiers Neuroinformatics, 2018

Automated Multiclass Classification of Spontaneous EEG Activity in Alzheimer's Disease and Mild Cognitive Impairment.
Entropy, 2018

Utility of bispectrum in the screening of pediatric sleep apnea-hypopnea syndrome using oximetry recordings.
Comput. Methods Programs Biomed., 2018

Improving the Diagnostic Ability of Oximetry Recordings in Pediatric Sleep Apnea-Hypopnea Syndrome by Means of Multi-Class AdaBoost.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Bispectral Analysis to Enhance Oximetry as a Simplified Alternative for Pediatric Sleep Apnea Diagnosis.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Assessment of EEG Connectivity Patterns in Mild Cognitive Impairment Using Phase Slope Index.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Controlling a Smartphone with Brain-Computer Interfaces: A Preliminary Study.
Proceedings of the Articulated Motion and Deformable Objects, 2018

2017
Multiscale Entropy Analysis of Unattended Oximetric Recordings to Assist in the Screening of Paediatric Sleep Apnoea at Home.
Entropy, 2017

Irregularity and Variability Analysis of Airflow Recordings to Facilitate the Diagnosis of Paediatric Sleep Apnoea-Hypopnoea Syndrome.
Entropy, 2017

A Binary Bees Algorithm for P300-Based Brain-Computer Interfaces Channel Selection.
Proceedings of the Advances in Computational Intelligence, 2017

Usefulness of discrete wavelet transform in the analysis of oximetry signals to assist in childhood sleep apnea-hypopnea syndrome diagnosis.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Phase-amplitude coupling analysis of spontaneous EEG activity in Alzheimer's disease.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

A Bayesian neural network approach to compare the spectral information from nasal pressure and thermistor airflow in the automatic sleep apnea severity estimation.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Bispectral analysis of spontaneous EEG activity from patients with moderate dementia due to Alzheimer's disease.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016
Utility of AdaBoost to Detect Sleep Apnea-Hypopnea Syndrome From Single-Channel Airflow.
IEEE Trans. Biomed. Eng., 2016

Neurofeedback training with a motor imagery-based BCI: neurocognitive improvements and EEG changes in the elderly.
Medical Biol. Eng. Comput., 2016

Characterization of EEG patterns in brain-injured subjects and controls after a Snoezelen<sup>®</sup> intervention.
Comput. Methods Programs Biomed., 2016

Effect of infusion tests on the dynamical properties of intracranial pressure in hydrocephalus.
Comput. Methods Programs Biomed., 2016

MEG Analysis of Neural Interactions in Attention-Deficit/Hyperactivity Disorder.
Comput. Intell. Neurosci., 2016

Analysis of the non-stationarity of neural activity during an auditory oddball task in schizophrenia.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Analysis of magnetoencephalography signals from Alzheimer's disease patients using granger causality.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Analysis of spontaneous EEG activity in Alzheimer's disease using cross-sample entropy and graph theory.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Novel measure of the weigh distribution balance on the brain network: Graph complexity applied to schizophrenia.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015
Neurofeedback Training with a Motor Imagery-Based BCI Improves Neurocognitive Functions in Elderly People.
Proceedings of the Brain-Computer Interface Research - A State-of-the-Art Summary 4, 2015

Adaptive semi-supervised classification to reduce intersession non-stationarity in multiclass motor imagery-based brain-computer interfaces.
Neurocomputing, 2015

Assessment of Time and Frequency Domain Entropies to Detect Sleep Apnoea in Heart Rate Variability Recordings from Men and Women.
Entropy, 2015

Neural Network Reorganization Analysis During an Auditory Oddball Task in Schizophrenia Using Wavelet Entropy.
Entropy, 2015

Diagnosis of pediatric obstructive sleep apnea: Preliminary findings using automatic analysis of airflow and oximetry recordings obtained at patients' home.
Biomed. Signal Process. Control., 2015

Analysis and classification of oximetry recordings to predict obstructive sleep apnea severity in children.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Automated analysis of nocturnal oximetry as screening tool for childhood obstructive sleep apnea-hypopnea syndrome.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
A P300-based brain-computer interface aimed at operating electronic devices at home for severely disabled people.
Medical Biol. Eng. Comput., 2014

Reduced predictable information in brain signals in autism spectrum disorder.
Frontiers Neuroinformatics, 2014

Analysis of spontaneous MEG activity in mild cognitive impairment and Alzheimer's disease using Jensen's divergence.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Exploring the spectral information of airflow recordings to help in pediatric Obstructive Sleep Apnea-Hypopnea Syndrome diagnosis.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Analysis of magnetoencephalography recordings from Alzheimer's disease patients using embedding entropies.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Assessment of neurofeedback training by means of motor imagery based-BCI for cognitive rehabilitation.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Statistical and nonlinear analysis of oximetry from respiratory polygraphy to assist in the diagnosis of Sleep Apnea in children.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
Pattern recognition in airflow recordings to assist in the sleep apnoea-hypopnoea syndrome diagnosis.
Medical Biol. Eng. Comput., 2013

Assessment of Feature Selection and Classification Approaches to Enhance Information from overnight oximetry in the Context of Apnea Diagnosis.
Int. J. Neural Syst., 2013

Cross-Approximate Entropy parallel computation on GPUs for biomedical signal analysis. Application to MEG recordings.
Comput. Methods Programs Biomed., 2013

Characterization of the spontaneous electroencephalographic activity in Alzheimer's disease using disequilibria and graph theory.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Assessment of spectral bands of interest in airflow signal to assist in sleep apnea-hypopnea syndrome diagnosis.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Entropy analysis of MEG background activity in Attention-Deficit/Hyperactivity Disorder.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Comparison of logistic regression and neural network classifiers in the detection of hard exudates in retinal images.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Analysis of intracranial pressure signals recorded during infusion studies using the spectral entropy.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
Automated Prediction of the Apnea-Hypopnea Index from Nocturnal Oximetry Recordings.
IEEE Trans. Biomed. Eng., 2012

Performance Evaluation of a Web-Based System to Exchange Electronic Health Records Using Queueing Model (M/M/1).
J. Medical Syst., 2012

Analysis of Spontaneous MEG Activity in Mild Cognitive Impairment using the Wavelet Turbulence.
Proceedings of the IJCCI 2012 - Proceedings of the 4th International Joint Conference on Computational Intelligence, Barcelona, Spain, 5, 2012

Apnea-hypopnea index estimation from spectral analysis of airflow recordings.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Synchrony analysis of spontaneous MEG activity in Alzheimer's disease patients.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
The correlation between white-matter microstructure and the complexity of spontaneous brain activity: A difussion tensor imaging-MEG study.
NeuroImage, 2011

Choosing the Most Efficient Database for a Web-Based System to Store and Exchange Ophthalmologic Health Records.
J. Medical Syst., 2011

A Domotic Control System Using Brain-Computer Interface (BCI).
Proceedings of the Advances in Computational Intelligence, 2011

Prospective evaluation of logistic regression models from overnight oximetry to assist in sleep apnea diagnosis.
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

Analysis of nocturnal oxygen saturation recordings using kernel entropy to assist in sleep apnea-hypopnea diagnosis.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Regularity analysis of spontaneous MEG activity in Attention-Deficit/Hyperactivity Disorder.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Feature selection using a genetic algorithm in a motor imagery-based Brain Computer Interface.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
A Web-Based Application to Exchange Ophthalmologic Health Records Using Open-Source Databases.
Proceedings of the Web-Based Applications in Healthcare and Biomedicine, 2010

Retinopathy Online Challenge: Automatic Detection of Microaneurysms in Digital Color Fundus Photographs.
IEEE Trans. Medical Imaging, 2010

Multivariate Analysis of Blood Oxygen Saturation Recordings in Obstructive Sleep Apnea Diagnosis.
IEEE Trans. Biomed. Eng., 2010

Automated detection of obstructive sleep apnoea syndrome from oxygen saturation recordings using linear discriminant analysis.
Medical Biol. Eng. Comput., 2010

Response Time Estimation of a Web-Based Electronic Health Record (EHR) System using Queuing Model.
Int. J. E Health Medical Commun., 2010

Optimal parameters study for sample entropy-based atrial fibrillation organization analysis.
Comput. Methods Programs Biomed., 2010

2009
Disturbed Beta Band Functional Connectivity in Patients With Mild Cognitive Impairment: An MEG Study.
IEEE Trans. Biomed. Eng., 2009

Retinal image analysis based on mixture models to detect hard exudates.
Medical Image Anal., 2009

Approximate Entropy of EEG Background Activity in Alzheimer's Disease Patients.
Intell. Autom. Soft Comput., 2009

Neural network based detection of hard exudates in retinal images.
Comput. Methods Programs Biomed., 2009

Mixture model-based clustering and logistic regression for automatic detection of microaneurysms in retinal images.
Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009

Ophthalmologic Electronic Health Records System using HL7/CDA and DICOM - TeleOftalWeb.
Proceedings of the Second International Conference on Health Informatics, 2009

A Web-Based Application to Exchange Electronic Health Records and Medical Images in Ophthalmology.
Proceedings of the Database Technologies: Concepts, 2009

2008
Spectral and Nonlinear Analyses of MEG Background Activity in Patients With Alzheimer's Disease.
IEEE Trans. Biomed. Eng., 2008

Complexity Analysis of Arterial Pressure During Periods of Abrupt Hemodynamic Changes.
IEEE Trans. Biomed. Eng., 2008

A Study on the Possible Usefulness of Detrended Fluctuation Analysis of the Electroencephalogram Background Activity in Alzheimer's Disease.
IEEE Trans. Biomed. Eng., 2008

Radial basis function classifiers to help in the diagnosis of the obstructive sleep apnoea syndrome from nocturnal oximetry.
Medical Biol. Eng. Comput., 2008

Approximate entropy and auto mutual information analysis of the electroencephalogram in Alzheimer's disease patients.
Medical Biol. Eng. Comput., 2008

Evaluation of spectral ratio measures from spontaneous MEG recordings in patients with Alzheimer's disease.
Comput. Methods Programs Biomed., 2008

Utility of multilayer perceptron neural network classifiers in the diagnosis of the obstructive sleep apnoea syndrome from nocturnal oximetry.
Comput. Methods Programs Biomed., 2008

Assessment of classification improvement in patients with Alzheimer's disease based on magnetoencephalogram blind source separation.
Artif. Intell. Medicine, 2008

2007
Utility of Approximate Entropy From Overnight Pulse Oximetry Data in the Diagnosis of the Obstructive Sleep Apnea Syndrome.
IEEE Trans. Biomed. Eng., 2007

Artifact Removal in Magnetoencephalogram Background Activity With Independent Component Analysis.
IEEE Trans. Biomed. Eng., 2007

Analysis of intracranial pressure during acute intracranial hypertension using Lempel-Ziv complexity: further evidence.
Medical Biol. Eng. Comput., 2007

Predicting survival in critical patients by use of body temperature regularity measurement based on approximate entropy.
Medical Biol. Eng. Comput., 2007

Analysis of the magnetoencephalogram background activity in Alzheimer's disease patients with auto-mutual information.
Comput. Methods Programs Biomed., 2007

Improving diagnostic ability of blood oxygen saturation from overnight pulse oximetry in obstructive sleep apnea detection by means of central tendency measure.
Artif. Intell. Medicine, 2007

2006
Variability, regularity, and complexity of time series generated by schizophrenic patients and control subjects.
IEEE Trans. Biomed. Eng., 2006

Interpretation of the Lempel-Ziv Complexity Measure in the Context of Biomedical Signal Analysis.
IEEE Trans. Biomed. Eng., 2006

Oxygen saturation regularity analysis in the diagnosis of obstructive sleep apnea.
Artif. Intell. Medicine, 2006

Automatic Image Processing Algorithm to Detect Hard Exudates based on Mixture Models.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Magnetoencephalogram background activity analysis in Alzheimer's disease patients using auto mutual information.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Rejection of artifact sources in magnetoencephalogram background activity using independent component analysis.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Cross Approximate Entropy Analysis of Nocturnal Oximetry Signals in the Diagnosis of the Obstructive Sleep Apnea Syndrome.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2005
Interpretation of approximate entropy: analysis of intracranial pressure approximate entropy during acute intracranial hypertension.
IEEE Trans. Biomed. Eng., 2005

Adaptive modeling and spectral estimation of nonstationary biomedical signals based on Kalman filtering.
IEEE Trans. Biomed. Eng., 2005

2003
Use of wavelet entropy to compare the EEG background activity of epileptic patients and control subjects.
Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003

1999
Using Wavelet Packets for EEG Analysis of Patients with Alzheimer's Disease.
Proceedings of the Signal and Image Processing (SIP), 1999

Teleradiology as a seed of the Regional Health Care Intranet in a rural region in Spain.
Proceedings of the Medical Informatics Europe '99, Proceedings, Ljubljana, Slovenia, 1999


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