Roberto Hornero

According to our database1, Roberto Hornero authored at least 92 papers between 1999 and 2018.

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

Timeline

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PhD thesis 
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Bibliography

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.
Front. Neuroinform., 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.
Computer Methods and Programs in Biomedicine, 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. Engineering, 2016

Neurofeedback training with a motor imagery-based BCI: neurocognitive improvements and EEG changes in the elderly.
Med. Biol. Engineering and Computing, 2016

Characterization of EEG patterns in brain-injured subjects and controls after a Snoezelen® intervention.
Computer Methods and Programs in Biomedicine, 2016

Effect of infusion tests on the dynamical properties of intracranial pressure in hydrocephalus.
Computer Methods and Programs in Biomedicine, 2016

MEG Analysis of Neural Interactions in Attention-Deficit/Hyperactivity Disorder.
Comp. Int. and Neurosc., 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
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 Proc. and 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.
Med. Biol. Engineering and Computing, 2014

Reduced predictable information in brain signals in autism spectrum disorder.
Front. Neuroinform., 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.
Med. Biol. Engineering and Computing, 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.
Computer Methods and Programs in Biomedicine, 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. Engineering, 2012

Performance Evaluation of a Web-Based System to Exchange Electronic Health Records Using Queueing Model (M/M/1).
J. Medical Systems, 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 Systems, 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. Med. Imaging, 2010

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

Automated detection of obstructive sleep apnoea syndrome from oxygen saturation recordings using linear discriminant analysis.
Med. Biol. Engineering and Computing, 2010

Response Time Estimation of a Web-Based Electronic Health Record (EHR) System using Queuing Model.
IJEHMC, 2010

Optimal parameters study for sample entropy-based atrial fibrillation organization analysis.
Computer Methods and Programs in Biomedicine, 2010

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

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

Approximate Entropy of EEG Background Activity in Alzheimer's Disease Patients.
Intelligent Automation & Soft Computing, 2009

Neural network based detection of hard exudates in retinal images.
Computer Methods and Programs in Biomedicine, 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. Engineering, 2008

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

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

Radial basis function classifiers to help in the diagnosis of the obstructive sleep apnoea syndrome from nocturnal oximetry.
Med. Biol. Engineering and Computing, 2008

Approximate entropy and auto mutual information analysis of the electroencephalogram in Alzheimer's disease patients.
Med. Biol. Engineering and Computing, 2008

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

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

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

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

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

Analysis of intracranial pressure during acute intracranial hypertension using Lempel-Ziv complexity: further evidence.
Med. Biol. Engineering and Computing, 2007

Predicting survival in critical patients by use of body temperature regularity measurement based on approximate entropy.
Med. Biol. Engineering and Computing, 2007

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

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

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

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

Oxygen saturation regularity analysis in the diagnosis of obstructive sleep apnea.
Artificial Intelligence in Medicine, 2006

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

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