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Papers authored by Hornero R

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

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Marcos JV, Hornero R, Alvarez D, Nabney IT, Del Campo F, and Zamarrón C

Physiological measurement 31(3):375-94, 2010 Mar - Who cited this? | PubMed ID: 20130342 | Fulltext

Retinopathy online challenge: automatic detection of microaneurysms in digital color fundus photographs.

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Niemeijer M, van Ginneken B, Cree MJ, Mizutani A, Quellec G, Sanchez CI, Zhang B, Hornero R, Lamard M, Muramatsu C, Wu X, Cazuguel G, You J, Mayo A, Li Q, Hatanaka Y,

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IEEE transactions on medical imaging 29(1):185-95, 2010 Jan - Who cited this? | PubMed ID: 19822469 | Fulltext

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

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Marcos JV, Hornero R, Alvarez D, del Campo F, and Zamarrón C

Medical engineering & physics 31(8):971-8, 2009 Oct - Who cited this? | PubMed ID: 19592290 | Fulltext

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

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Escudero J, Hornero R, Abásolo D, and Fernández A

Medical engineering & physics 31(7):872-9, 2009 Sep - Who cited this? | PubMed ID: 19482539 | Fulltext

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

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Alvarez D, Hornero R, Abásolo D, Del Campo F, Zamarrón C, and López M

Physiological measurement 30(9):967-82, 2009 Sep - Who cited this? | PubMed ID: 19696463 | Fulltext

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

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Sánchez CI, García M, Mayo A, López MI, and Hornero R

Medical image analysis 13(4):650-8, 2009 Aug - Who cited this? | PubMed ID: 19539518 | Fulltext

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

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García M, Sánchez CI, Poza J, López MI, and Hornero R

Annals of biomedical engineering 37(7):1448-63, 2009 Jul - Who cited this? | PubMed ID: 19430906 | Fulltext

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

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Gómez C, Stam CJ, Hornero R, Fernández A, and Maestú F

IEEE transactions on bio-medical engineering 56(6):1683-90, 2009 Jun - Who cited this? | PubMed ID: 19362905 | Fulltext

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

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Fernández A, Quintero J, Hornero R, Zuluaga P, Navas M, Gómez C, Escudero J, García-Campos N, Biederman J, and Ortiz T

Biological psychiatry 65(7):571-7, 2009 Apr 1 - Who cited this? | PubMed ID: 19103438 | Fulltext

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

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Gómez C, Hornero R, Abásolo D, Fernández A, and Escudero J

Annals of biomedical engineering 37(3):586-94, 2009 Mar - Who cited this? | PubMed ID: 19130227 | Fulltext

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

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Escudero J, Hornero R, and Abásolo D

Physiological measurement 30(2):187-99, 2009 Feb - Who cited this? | PubMed ID: 19147896 | Fulltext

Neural network based detection of hard exudates in retinal images.

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García M, Sánchez CI, López MI, Abásolo D, and Hornero R

Computer methods and programs in biomedicine 93(1):9-19, 2009 Jan - Who cited this? | PubMed ID: 18778869 | Fulltext

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

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Marcos J, Hornero R, Alvarez D, Del Campo F, and Zamarron C

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference 1:5547-50, 2009 - Who cited this? | PubMed ID: 19964390 | Fulltext

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

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Gomez C, Hornero R, Abasolo D, Fernandez A, and Poza J

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference 1:3485-8, 2009 - Who cited this? | PubMed ID: 19964992 | Fulltext

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

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Alvarez D, Hornero R, Marcos J, Del Campo F, and Lopez M

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference 1:400-3, 2009 - Who cited this? | PubMed ID: 19965124 | Fulltext

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

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Hornero R, Abásolo D, Escudero J, and Gómez C

Philosophical transactions. Series A, Mathematical, physical, and engineering sciences, 2008 Oct 21 - Who cited this? | PubMed ID: 18940776 | Fulltext

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

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Abásolo D, Escudero J, Hornero R, Gómez C, and Espino P

Medical & biological engineering & computing 46(10):1019, 2008 Oct - Who cited this? | PubMed ID: 18784948 | Fulltext

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

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Abásolo D, Hornero R, Escudero J, and Espino P

IEEE transactions on bio-medical engineering 55(9):2171, 2008 Sep - Who cited this? | PubMed ID: 18713686 | Fulltext

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

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Gómez C, Mediavilla A, Hornero R, Abásolo D, and Fernández A

Medical engineering & physics, 2008 Aug 1 - Who cited this? | PubMed ID: 18676171 | Fulltext

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

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Marcos JV, Hornero R, Alvarez D, Del Campo F, Zamarrón C, and López M

Computer methods and programs in biomedicine, 2008 Jul 29 - Who cited this? | PubMed ID: 18672313 | Fulltext

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

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Hornero R, Escudero J, Fernández A, Poza J, and Gómez C

IEEE transactions on bio-medical engineering 55(6):1658-65, 2008 Jun - Who cited this? | PubMed ID: 18714829 | Fulltext

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

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Poza J, Hornero R, Abásolo D, Fernández A, and Mayo A

Computer methods and programs in biomedicine 90(2):137-47, 2008 May - Who cited this? | PubMed ID: 18249462 | Fulltext

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

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Escudero J, Hornero R, Poza J, Abásolo D, and Fernández A

Artificial intelligence in medicine 43(1):75-85, 2008 May - Who cited this? | PubMed ID: 18329868 | Fulltext

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

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Sánchez CI, Hornero R, López MI, Aboy M, Poza J, and Abásolo D

Medical engineering & physics 30(3):350-7, 2008 Apr - Who cited this? | PubMed ID: 17556004 | Fulltext

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

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Marcos JV, Hornero R, Alvarez D, Del Campo F, López M, and Zamarrón C

Medical & biological engineering & computing 46(4):323-32, 2008 Apr - Who cited this? | PubMed ID: 17968604 | Fulltext

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

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Hornero R, Aboy M, Gomez C, Hagg DS, and Phillips CR

IEEE transactions on bio-medical engineering 55(2):797-801, 2008 Feb - Who cited this? | PubMed ID: 18270020 | Fulltext

Regional Analysis of Spontaneous MEG Rhythms in Patients with Alzheimer's Disease Using Spectral Entropies.

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Poza J, Hornero R, Escudero J, Fernández A, and Sánchez CI

Annals of biomedical engineering 36(1):141-52, 2008 Jan - Who cited this? | PubMed ID: 17994279 | Fulltext

Impact of auditory stimulation at a frequency of 5 Hz in verbal memory.

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Ortiz T, Martínez A, Fernández A, Maestu F, Campo P, Hornero R, Escudero J, and Poch J

Actas espanolas de psiquiatria 36(6):307-13, 2008 - Who cited this? | PubMed ID: 18985458 | Fulltext

Single layer network classifiers to assist in the detection of obstructive sleep apnea syndrome from oximetry data.

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Victor Marcos J, Hornero R, Alvarez D, Del Campo F, Zamarron C, and Lopez M

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference 1:1651-4, 2008 - Who cited this? | PubMed ID: 19162994 | Fulltext

On the application of the auto mutual information rate of decrease to biomedical signals.

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Escudero J, Hornero R, Abasolo D, and Lopez M

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference 1:2137-40, 2008 - Who cited this? | PubMed ID: 19163119 | Fulltext

Nonlinear forecasting measurement of magnetoencephalogram recordings from Alzheimer's disease patients.

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Gomez C, Hornero R, Mediavilla A, Fernandez A, and Abasolo D

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference 1:2153-6, 2008 - Who cited this? | PubMed ID: 19163123 | Fulltext

Applying time, frequency and nonlinear features from nocturnal oximetry to OSA diagnosis.

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Alvarez D, Hornero R, Victor Marcos J, Del Campo F, Zamarron C, and Lopez M

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference 1:3872-5, 2008 - Who cited this? | PubMed ID: 19163558 | Fulltext

Automatic detection of red lesions in retinal images using a multilayer perceptron neural network.

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Garcia M, Sanchez CI, Lopez MI, Diez A, and Hornero R

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference 1:5425-8, 2008 - Who cited this? | PubMed ID: 19163944 | Fulltext

Analysis of spontaneous MEG activity in Alzheimer's disease using time-frequency parameters.

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Poza J, Hornero R, Escudero J, Fernandez A, and Gomez C

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference 1:5712-5, 2008 - Who cited this? | PubMed ID: 19164014 | Fulltext

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

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Poza J, Hornero R, Abásolo D, Fernández A, and García M

Medical engineering & physics 29(10):1073-83, 2007 Dec - Who cited this? | PubMed ID: 17204443 | Fulltext

Reply to "Comment on 'Analysis of electroencephalograms in Alzheimer's disease patients with multiscale entropy'".

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Escudero J, Abásolo D, Hornero R, Espino P, and López M

Physiological measurement 28(12):L3-7, 2007 Dec - Who cited this? | PubMed ID: 18057510 | Fulltext

Artifact removal in magnetoencephalogram background activity with independent component analysis.

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Escudero J, Hornero R, Abásolo D, Fernández A, and López-Coronado M

IEEE transactions on bio-medical engineering 54(11):1965-73, 2007 Nov - Who cited this? | PubMed ID: 18018691 | Fulltext

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

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Gómez C, Hornero R, Abásolo D, Fernández A, and Escudero J

Computer methods and programs in biomedicine 87(3):239-47, 2007 Sep - Who cited this? | PubMed ID: 17686545 | Fulltext

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

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Alvarez D, Hornero R, García M, del Campo F, and Zamarrón C

Artificial intelligence in medicine 41(1):13-24, 2007 Sep - Who cited this? | PubMed ID: 17643971 | Fulltext

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

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Cuesta D, Varela M, Miró P, Galdós P, Abásolo D, Hornero R, and Aboy M

Medical & biological engineering & computing 45(7):671-8, 2007 Jul - Who cited this? | PubMed ID: 17549533 | Fulltext

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

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Hornero R, Aboy M, and Abásolo D

Medical & biological engineering & computing 45(6):617-20, 2007 Jun - Who cited this? | PubMed ID: 17541667 | Fulltext

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

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Hornero R, Alvarez D, Abásolo D, del Campo F, and Zamarrón C

IEEE transactions on bio-medical engineering 54(1):107-13, 2007 Jan - Who cited this? | PubMed ID: 17260861 | Fulltext

Study of the EEG Changes during the Combined Ingestion of Alcohol and H<inf>1</inf>-antihistamines by using the Wavelet Transform.

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Poza J, Caminal P, Vallverdu M, Hornero R, Romero S, and Barbanoj MJ

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference 1:23-6, 2007 - Who cited this? | PubMed ID: 18001879 | Fulltext

Non-linear Analysis of Intracranial Electroencephalogram Recordings with Approximate Entropy and Lempel-Ziv Complexity for Epileptic Seizure Detection.

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Abasolo D, James CJ, and Hornero R

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference 1:1953-6, 2007 - Who cited this? | PubMed ID: 18002366 | Fulltext

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

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Garcia M, Hornero R, Sanchez CI, Lopez MI, and Diez A

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference 1:4969-72, 2007 - Who cited this? | PubMed ID: 18003122 | Fulltext

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

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Marcos J, Hornero R, Alvarez D, Del Campo F, and Lopez M

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference 1:5174-7, 2007 - Who cited this? | PubMed ID: 18003173 | Fulltext

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

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Escudero J, Hornero R, Abasolo D, Fernandez A, and Poza J

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference 1:5437-40, 2007 - Who cited this? | PubMed ID: 18003241 | Fulltext

Analysis of Spontaneous MEG Activity in Patients with Alzheimer's Disease using Spectral Entropies.

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Poza J, Hornero R, Abasolo D, Fernandez A, and Escudero J

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference 1:6179-82, 2007 - Who cited this? | PubMed ID: 18003432 | Fulltext

Obstructive sleep apnea detection using clustering classification of nonlinear features from nocturnal oximetry.

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Alvarez D, Hornero R, Marcos J, Del Campo F, and Lopez M

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference 2007:1937-40, 2007 - Who cited this? | PubMed ID: 18002362 | Fulltext

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

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Gómez C, Hornero R, Abásolo D, Fernández A, and Escudero J

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference 2007:6184-7, 2007 - Who cited this? | PubMed ID: 18003433 | Fulltext

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