List of works by Roberto Hornero

<i>APOE</i> Variants in an Iberian Alzheimer Cohort Detected through an Optimized Sanger Sequencing Protocol

scientific article published on 22 December 2020

A Bayesian neural network approach to compare the spectral information from nasal pressure and thermistor airflow in the automatic sleep apnea severity estimation.

scientific article

A P300-based brain-computer interface aimed at operating electronic devices at home for severely disabled people

scientific article

A classification algorithm based on spectral features from nocturnal oximetry and support vector machines to assist in the diagnosis of obstructive sleep apnea.

scientific article published in January 2009

A comparative study of event-related coupling patterns during an auditory oddball task in schizophrenia.

scientific article published on 4 December 2014

A novel automatic image processing algorithm for detection of hard exudates based on retinal image analysis.

scientific article published on 6 June 2007

A study on the possible usefulness of detrended fluctuation analysis of the electroencephalogram background activity in Alzheimer's disease.

scientific article

Adaptive Stacked Generalization for Multiclass Motor Imagery-Based Brain Computer Interfaces.

scientific article published on 11 February 2015

Adaptive modeling and spectral estimation of nonstationary biomedical signals based on Kalman filtering

scientific article published in August 2005

Alterations of Effective Connectivity Patterns in Mild Cognitive Impairment: An MEG Study

scientific article published on 30 October 2017

An Asynchronous P300-Based Brain-Computer Interface Web Browser for Severely Disabled People.

scientific article published on 31 October 2016

Analysis and classification of oximetry recordings to predict obstructive sleep apnea severity in children

scientific article published on August 2015

Analysis of EEG background activity in Alzheimer's disease patients with Lempel-Ziv complexity and central tendency measure.

scientific article published on 24 August 2005

Analysis of MEG background activity in Alzheimer's disease using nonlinear methods and ANFIS.

scientific article published on 7 January 2009

Analysis of MEG recordings from Alzheimer's disease patients with sample and multiscale entropies

scientific article published in January 2007

Analysis of electroencephalograms in Alzheimer's disease patients with multiscale entropy.

scientific article

Analysis of intracranial pressure during acute intracranial hypertension using Lempel-Ziv complexity: further evidence

scientific article

Analysis of intracranial pressure signals recorded during infusion studies using the spectral entropy

scientific article published in January 2013

Analysis of magnetoencephalography recordings from Alzheimer's disease patients using embedding entropies.

scientific article published in August 2014

Analysis of magnetoencephalography signals from Alzheimer's disease patients using granger causality.

scientific article published in August 2016

Analysis of neural dynamics in mild cognitive impairment and Alzheimer's disease using wavelet turbulence.

scientific article

Analysis of nocturnal oxygen saturation recordings using kernel entropy to assist in sleep apnea-hypopnea diagnosis.

scientific article published in January 2011

Analysis of regularity in the EEG background activity of Alzheimer's disease patients with Approximate Entropy.

scientific article published in August 2005

Analysis of spontaneous EEG activity in Alzheimer's disease using cross-sample entropy and graph theory.

scientific article published in August 2016

Analysis of spontaneous MEG activity in mild cognitive impairment and Alzheimer's disease using Jensen's divergence.

scientific article published in August 2014

Analysis of spontaneous MEG activity in mild cognitive impairment and Alzheimer's disease using spectral entropies and statistical complexity measures.

scientific article published on 10 May 2012

Analysis of spontaneous MEG activity in mild cognitive impairment using spectral entropies and disequilibrium measures.

scientific article published in January 2010

Analysis of spontaneous MEG activity in patients with Alzheimer's disease using spectral entropies

scientific article published in January 2007

Analysis of the magnetoencephalogram background activity in Alzheimer's disease patients with auto-mutual information.

scientific article published on 7 August 2007

Analysis of the non-stationarity of neural activity during an auditory oddball task in schizophrenia.

scientific article published in August 2016

Apnea-hypopnea index estimation from spectral analysis of airflow recordings.

scientific article

Applying neural network classifiers in the diagnosis of the obstructive sleep apnea syndrome from nocturnal pulse oximetric recordings

scientific article published in January 2007

Approximate entropy and auto mutual information analysis of the electroencephalogram in Alzheimer's disease patients

scientific article published on 11 September 2008

Artifact removal in magnetoencephalogram background activity with independent component analysis.

scientific article published in November 2007

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

scientific article published on 17 June 2020

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

scientific article published on 12 December 2020

Assessment of classification improvement in patients with Alzheimer's disease based on magnetoencephalogram blind source separation.

scientific article published on 10 March 2008

Assessment of feature selection and classification approaches to enhance information from overnight oximetry in the context of apnea diagnosis

scientific article

Assessment of four neural network based classifiers to automatically detect red lesions in retinal images.

scientific article published on 23 August 2010

Assessment of four statistical pattern recognition techniques to assist in obstructive sleep apnoea diagnosis from nocturnal oximetry

scientific article published on 9 July 2009

Assessment of neurofeedback training by means of motor imagery based-BCI for cognitive rehabilitation.

scientific article published in January 2014

Assessment of spectral bands of interest in airflow signal to assist in sleep apnea-hypopnea syndrome diagnosis

scientific article published in January 2013

Association between EEG modulation, psychotic-like experiences and cognitive performance in the general population.

scientific article published on 18 March 2016

Asynchronous Control of ERP-Based BCI Spellers Using Steady-State Visual Evoked Potentials Elicited by Peripheral Stimuli

scientific article published on 12 August 2019

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

scientific article published on 27 February 2019

Auditory P3a and P3b neural generators in schizophrenia: An adaptive sLORETA P300 localization approach.

scientific article published on 5 October 2015

Automated Screening of Children With Obstructive Sleep Apnea Using Nocturnal Oximetry: An Alternative to Respiratory Polygraphy in Unattended Settings.

scientific article published on 14 March 2017

Automated analysis of nocturnal oximetry as screening tool for childhood obstructive sleep apnea-hypopnea syndrome

scientific article published in August 2015

Automated detection of diabetic retinopathy in retinal images

scientific article

Automated detection of obstructive sleep apnoea syndrome from oxygen saturation recordings using linear discriminant analysis.

scientific article published on 24 June 2010

Automated prediction of the apnea-hypopnea index from nocturnal oximetry recordings

scientific article published on 15 September 2011

Automatic image processing algorithm to detect hard exudates based on mixture models

scientific article published in January 2006

Bispectral analysis of overnight airflow to improve the pediatric sleep apnea diagnosis

scientific article published on 07 December 2020

Bispectral analysis of spontaneous EEG activity from patients with moderate dementia due to Alzheimer's disease.

scientific article published in July 2017

Blind source separation to enhance spectral and non-linear features of magnetoencephalogram recordings. Application to Alzheimer's disease.

scientific article published on 23 May 2009

Brain oscillatory complexity across the life span.

scientific article published on 28 May 2012

Changes in the MEG background activity in patients with positive symptoms of schizophrenia: spectral analysis and impact of age.

scientific article published on 30 January 2013

Characterisation of the intracranial pressure waveform during infusion studies by means of central tendency measure.

scientific article published on 18 July 2012

Characterization of EEG patterns in brain-injured subjects and controls after a Snoezelen(®) intervention.

scientific article

Characterization of the spontaneous electroencephalographic activity in Alzheimer's disease using disequilibria and graph theory.

scientific article published in January 2013

Characterizing the fluctuations of dynamic resting-state electrophysiological functional connectivity: reduced neuronal coupling variability in mild cognitive impairment and dementia due to Alzheimer's disease

scientific article published on 17 September 2019

Choosing the most efficient database for a web-based system to store and exchange ophthalmologic health records

scientific article published on 12 January 2010

Combination of Global Features for the Automatic Quality Assessment of Retinal Images

scientific article published on 21 March 2019

Comparison of logistic regression and neural network classifiers in the detection of hard exudates in retinal images.

scientific article published in January 2013

Complex analysis of intracranial hypertension using approximate entropy.

scientific article published in January 2006

Complexity analysis of arterial pressure during periods of abrupt hemodynamic changes.

scientific article published in February 2008

Complexity analysis of resting-state MEG activity in early-stage Parkinson's disease patients

scientific article

Complexity analysis of spontaneous brain activity in Alzheimer disease and mild cognitive impairment: an MEG study.

scientific article published in April 2010

Complexity analysis of spontaneous brain activity in attention-deficit/hyperactivity disorder: diagnostic implications.

scientific article published on 21 December 2008

Complexity analysis of spontaneous brain activity: effects of depression and antidepressant treatment

scientific article published on 27 June 2011

Complexity analysis of the cerebrospinal fluid pulse waveform during infusion studies

scientific article

Complexity analysis of the magnetoencephalogram background activity in Alzheimer's disease patients.

scientific article published on 24 February 2006

Complexity and schizophrenia.

scientific article published on 05 April 2012

Computational modeling of the effects of EEG volume conduction on functional connectivity metrics. Application to Alzheimer's disease continuum

scientific article published on 29 October 2019

Consistency of local activation parameters at sensor- and source-level in neural signals

scientific article published on 15 October 2020

Consistency of the blind source separation computed with five common algorithms for magnetoencephalogram background activity ⬇️

scientific article published on September 15, 2010

Correction: Martínez-Cagigal, V.; Santamaría-Vázquez, E.; Hornero, R. Asynchronous Control of P300-Based Brain-Computer Interfaces Using Sample Entropy. <i>Entropy</i> 2019, <i>21</i>, 230

scientific article published on 28 April 2020

Cross approximate entropy analysis of nocturnal oximetry signals in the diagnosis of the obstructive sleep apnea syndrome.

scientific article published in January 2006

Cross-Approximate Entropy parallel computation on GPUs for biomedical signal analysis. Application to MEG recordings.

scientific article published on 31 July 2013

Decreased entropy modulation of EEG response to novelty and relevance in schizophrenia during a P300 task

scientific article published on 28 August 2014

Decreased spectral entropy modulation in patients with schizophrenia during a P300 task.

scientific article published on 5 February 2014

Deficit of entropy modulation of the EEG in schizophrenia associated to cognitive performance and symptoms. A replication study.

scientific article

Detection of hard exudates in retinal images using a radial basis function classifier.

scientific article published on 9 May 2009

Detrended fluctuation analysis of the oximetry signal to assist in paediatric sleep apnoea-hypopnoea syndrome diagnosis

scientific article published on 14 November 2018

Disturbed beta band functional connectivity in patients with mild cognitive impairment: an MEG study

scientific article published on 07 April 2009

EEG Characterization of the Alzheimer's Disease Continuum by Means of Multiscale Entropies

scientific article published on 28 May 2019

Effect of infusion tests on the dynamical properties of intracranial pressure in hydrocephalus.

scientific article

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

scientific article published on 16 November 2020

Effects of a multi-sensory environment on brain-injured patients: assessment of spectral patterns.

scientific article published on 2 July 2012

Electroencephalogram background activity characterization with approximate entropy and auto mutual information in Alzheimer's disease patients

scientific article

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

scientific article published on 19 April 2019

Entropy analysis of MEG background activity in attention-deficit/hyperactivity disorder

scientific article

Entropy analysis of the EEG background activity in Alzheimer's disease patients

scientific article published on 13 January 2006

Estimating complexity from EEG background activity of epileptic patients.

scientific article published in November 1999

Evaluation of Machine-Learning Approaches to Estimate Sleep Apnea Severity From At-Home Oximetry Recordings

scientific article published on 05 April 2018

Evaluation of spectral ratio measures from spontaneous MEG recordings in patients with Alzheimer's disease.

scientific article published on 4 February 2008

Event-Related Phase-Amplitude Coupling: A Comparative Study

Exploring non-stationarity patterns in schizophrenia: neural reorganization abnormalities in the alpha band

scientific article published on 20 April 2017

Exploring the spectral information of airflow recordings to help in pediatric Obstructive Sleep Apnea-Hypopnea Syndrome diagnosis

scientific article published in January 2014

Extraction of spectral based measures from MEG background oscillations in Alzheimer's disease.

scientific article published on 3 January 2007

Feature extraction and selection for the automatic detection of hard exudates in retinal images

scientific article published in January 2007

Feature selection from nocturnal oximetry using genetic algorithms to assist in obstructive sleep apnoea diagnosis

scientific article published on 6 December 2011

Feature selection using a genetic algorithm in a motor imagery-based Brain Computer Interface.

scientific article published in January 2011

Functional EEG network analysis in schizophrenia: Evidence of larger segregation and deficit of modulation

scientific article

Genome-Wide Scan for Five Brain Oscillatory Phenotypes Identifies a New QTL Associated with Theta EEG Band

scientific article published on 18 November 2020

Heart rate regularity analysis obtained from pulse oximetric recordings in the diagnosis of obstructive sleep apnea.

scientific article published in June 2006

Improving diagnostic ability of blood oxygen saturation from overnight pulse oximetry in obstructive sleep apnea detection by means of central tendency measure

scientific article published on 23 July 2007

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

scientific article published on 09 April 2019

Interpretation of approximate entropy: analysis of intracranial pressure approximate entropy during acute intracranial hypertension

scientific article published in October 2005

Interpretation of the Lempel-Ziv complexity measure in the context of biomedical signal analysis

scientific article published in November 2006

Interpretation of the auto-mutual information rate of decrease in the context of biomedical signal analysis. Application to electroencephalogram recordings.

scientific article published on 16 January 2009

Lempel-Ziv complexity in schizophrenia: a MEG study

scientific article published on 17 May 2011

Linear and nonlinear analysis of airflow recordings to help in sleep apnoea-hypopnoea syndrome diagnosis.

scientific article published on 27 June 2012

MEDUSA©: A novel Python-based software ecosystem to accelerate brain-computer interface and cognitive neuroscience research

scientific article published in 2023

MEG Analysis of Neural Interactions in Attention-Deficit/Hyperactivity Disorder

scientific article published on 29 March 2016

MEG analysis in Alzheimer's disease computing approximate entropy for different frequency bands.

scientific article published in January 2010

MEG analysis of neural dynamics in attention-deficit/hyperactivity disorder with fuzzy entropy.

scientific article

MEG connectivity analysis in patients with Alzheimer's disease using cross mutual information and spectral coherence.

scientific article published on 8 September 2010

MEG spectral profile in Alzheimer's disease and mild cognitive impairment

scientific article published on 04 January 2006

Magnetoencephalogram blind source separation and component selection procedure to improve the diagnosis of Alzheimer's disease patients

scientific article published in January 2007

Modulation of brain network parameters associated with subclinical psychotic symptoms.

scientific article published on 23 November 2015

Multivariate analysis of blood oxygen saturation recordings in obstructive sleep apnea diagnosis.

scientific article published on 8 July 2010

Neural network based detection of hard exudates in retinal images.

scientific article

Neurofeedback training with a motor imagery-based BCI: neurocognitive improvements and EEG changes in the elderly.

scientific article published on 23 February 2016

Nocturnal Oximetry-based Evaluation of Habitually Snoring Children

scientific article published on 31 July 2017

Noise power associated with decreased task-induced variability of brain electrical activity in schizophrenia.

scientific article published on 30 December 2014

Non-linear analysis of intracranial electroencephalogram recordings with approximate entropy and Lempel-Ziv complexity for epileptic seizure detection

scientific article

Nonlinear analysis of electroencephalogram and magnetoencephalogram recordings in patients with Alzheimer's disease

scientific article published in January 2009

Nonlinear analysis of time series generated by schizophrenic patients.

scientific article published in May 1999

Nonlinear characteristics of blood oxygen saturation from nocturnal oximetry for obstructive sleep apnoea detection

scientific article

Nonlinear measure of synchrony between blood oxygen saturation and heart rate from nocturnal pulse oximetry in obstructive sleep apnoea syndrome.

scientific article published on 21 August 2009

Novel measure of the weigh distribution balance on the brain network: graph complexity applied to schizophrenia

scientific article published in August 2016

Optimal parameters study for sample entropy-based atrial fibrillation organization analysis.

scientific article published on 13 April 2010

Optimized assessment of atrial fibrillation organization through suitable parameters of sample Entropy.

scientific article published in January 2010

Oxygen saturation regularity analysis in the diagnosis of obstructive sleep apnea.

scientific article

Pattern recognition in airflow recordings to assist in the sleep apnoea-hypopnoea syndrome diagnosis.

scientific article

Performance evaluation of a web-based system to exchange Electronic Health Records using Queueing model (M/M/1)

scientific article published on 15 July 2010

Phase-amplitude coupling analysis of spontaneous EEG activity in Alzheimer's disease.

scientific article published in July 2017

Positive airway pressure and electrical stimulation methods for obstructive sleep apnea treatment: a patent review (2005 - 2014).

scientific article published on 16 June 2015

Predicting survival in critical patients by use of body temperature regularity measurement based on approximate entropy.

scientific article

Pulse amplitude and Lempel-Ziv complexity of the cerebrospinal fluid pressure signal

scientific article published in January 2012

Quantification of Graph Complexity Based on the Edge Weight Distribution Balance: Application to Brain Networks

scientific article published on 23 May 2017

Quantitative evaluation of artifact removal in real magnetoencephalogram signals with blind source separation

scientific article published on 21 April 2011

Quantitative magnetoencephalography of spontaneous brain activity in Alzheimer disease: an exhaustive frequency analysis.

scientific article published in July 2006

Radial basis function classifiers to help in the diagnosis of the obstructive sleep apnoea syndrome from nocturnal oximetry.

scientific article published on 30 October 2007

Reduced predictable information in brain signals in autism spectrum disorder

scientific article published on 14 February 2014

Regional analysis of spontaneous MEG rhythms in patients with Alzheimer's disease using spectral entropies

scientific article published on 10 November 2007

Regional coherence evaluation in mild cognitive impairment and Alzheimer's disease based on adaptively extracted magnetoencephalogram rhythms.

scientific article published on 27 June 2011

Regularity analysis of nocturnal oximetry recordings to assist in the diagnosis of sleep apnoea syndrome.

scientific article published on 21 December 2015

Regularity analysis of spontaneous MEG activity in Attention-Deficit/Hyperactivity Disorder.

scientific article published in January 2011

Rejection of artifact sources in magnetoencephalogram background activity using independent component analysis.

scientific article published in January 2006

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

scientific article published on 10 July 2020

Reply to the comment by Carmelo Anile on the paper "Complexity analysis of the cerebrospinal fluid pulse waveform during infusion studies".

scientific article published on 15 November 2011

Reply to “Comment on ‘Analysis of electroencephalograms in Alzheimer's disease patients with multiscale entropy’”

scholarly article by Javier Escudero et al published 1 December 2007 in Physiological Measurement

Retinal image analysis based on mixture models to detect hard exudates.

scientific article

Schizophrenia induces abnormal frequency-dependent patterns of dynamic brain network reconfiguration during an auditory oddball task

scientific article published in 2022

Spatio-Temporal Fluctuations of Neural Dynamics in Mild Cognitive Impairment and Alzheimer's Disease

scientific article published on 9 March 2017

Spectral analysis of electroencephalogram and oximetric signals in obstructive sleep apnea diagnosis

scientific article published in January 2009

Spectral analysis of intracranial pressure signals recorded during infusion studies in patients with hydrocephalus

scientific article published on 09 May 2013

Spectral analysis of single-channel airflow and oxygen saturation recordings in obstructive sleep apnea detection.

scientific article published in January 2010

Spectral and nonlinear analyses of MEG background activity in patients with Alzheimer's disease

scientific article published in June 2008

Spectral changes in spontaneous MEG activity across the lifespan.

scientific article

Statistical and nonlinear analysis of oximetry from respiratory polygraphy to assist in the diagnosis of Sleep Apnea in children

scientific article published in January 2014

Study of the EEG changes during the combined ingestion of alcohol and H1-antihistamines by using the wavelet transform.

scientific article published in January 2007

Study of the MEG background activity in Alzheimer's disease patients with scaling analysis methods.

scientific article published in January 2009

Symbolic dynamics to enhance diagnostic ability of portable oximetry from the Phone Oximeter in the detection of paediatric sleep apnoea

scientific article published on 19 September 2018

Synchrony analysis of spontaneous MEG activity in Alzheimer's disease patients.

scientific article published in January 2012

The classification of oximetry signals using Bayesian neural networks to assist in the detection of obstructive sleep apnoea syndrome

scientific article published on 3 February 2010

The correlation between white-matter microstructure and the complexity of spontaneous brain activity: a difussion tensor imaging-MEG study

scientific article published on 12 June 2011

Use of the Higuchi's fractal dimension for the analysis of MEG recordings from Alzheimer's disease patients

scientific article published on 3 August 2008

Usefulness of discrete wavelet transform in the analysis of oximetry signals to assist in childhood sleep apnea-hypopnea syndrome diagnosis.

scientific article

Utility of AdaBoost to Detect Sleep Apnea-Hypopnea Syndrome From Single-Channel Airflow

scientific article published on 11 August 2015

Utility of approximate entropy from overnight pulse oximetry data in the diagnosis of the obstructive sleep apnea syndrome.

scientific article

Utility of bispectrum in the screening of pediatric sleep apnea-hypopnea syndrome using oximetry recordings

scientific article published on 24 December 2017

Utility of multilayer perceptron neural network classifiers in the diagnosis of the obstructive sleep apnoea syndrome from nocturnal oximetry

scientific article published on 30 July 2008

Variability, regularity, and complexity of time series generated by schizophrenic patients and control subjects.

scientific article published in February 2006

Variation at NRG1 genotype related to modulation of small-world properties of the functional cortical network.

scientific article published on 9 December 2015

[Variability of pulse signal frequency obtained using nocturnal pulse oximetry in patients with sleep apnoea/hypoapnoea syndrome]

scientific article published on 25 January 2010

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