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HORNERO SANCHEZ, ROBERTO

CATEDRATICOS DE UNIVERSIDAD
Teoría de la Señal y Comunicaciones e Ingeniería Telemática
GRUPO DE INGENIERÍA BIOMÉDICA
 
roberto.hornero@tel.uva.es
0

Índice H en Web of Science: 36
Índice H en Scopus: 41
Experto
  • Procesado de Señales Biomédicas
  • Machine Learning - Deep Learning
  • Procesado de Imágenes de Retinografías
 
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XXXV Congreso Anual de la Sociedad Española de Ingeniería Biomédica. CASEIB 2017 XXXV 1 2018-01-01 Universidad del País Vasco, CapitolsLlib{id=com.sigma.fs3.argos.domain.gpc.GpcCapitolsLlibPK[ifcactivitat=CAP, ifccomptador=15184]},camposKey: 209 212 Análisis de fluctuaciones sin tendencias (DFA) en los registros de oximetría para la ayuda en el diagnóstico del síndrome de la apnea-hipopnea del sueño infantil 978-84-9082-797-0Libro de actas. XXXV Congreso Anual de la Sociedad Española de Ingeniería Biomédica. CASEIB 2017 XXXV 1 2018-01-01 Universidad del País Vasco, CapitolsLlib{id=com.sigma.fs3.argos.domain.gpc.GpcCapitolsLlibPK[ifcactivitat=CAP, ifccomptador=15197]},camposKey: 217 220 Caracterización de los Patrones de Flujo de Información en el EEG de Pacientes con Deterioro Cognitivo Leve 978-84-9082-797-0Libro de actas. XXXV Congreso Anual de la Sociedad Española de Ingeniería Biomédica. CASEIB 2017 XXXV 1 2018-01-01 Universidad del País Vasco, CapitolsLlib{id=com.sigma.fs3.argos.domain.gpc.GpcCapitolsLlibPK[ifcactivitat=CAP, ifccomptador=15188]},camposKey: 525 528 Detección de lesiones rojizas en imágenes de fondo de ojo aplicando diferencias de color en el espacio CIELAB 978-84-9082-797-0Libro de actas. XXXV Congreso Anual de la Sociedad Española de Ingeniería Biomédica. CASEIB 2017 XXXV 1 2018-01-01 Universidad del País Vasco, CapitolsLlib{id=com.sigma.fs3.argos.domain.gpc.GpcCapitolsLlibPK[ifcactivitat=CAP, ifccomptador=15198]},camposKey: 341 344 Estudio de la conectividad neuronal dinámica en la enfermedad de Alzheimer 978-84-9082-797-0Libro de actas. XXXV Congreso Anual de la Sociedad Española de Ingeniería Biomédica. CASEIB 2017 XXXV 1 2018-01-01 Universidad del País Vasco, CapitolsLlib{id=com.sigma.fs3.argos.domain.gpc.GpcCapitolsLlibPK[ifcactivitat=CAP, ifccomptador=15186]},camposKey: 213 217 Pulse rate variability analysis to enhance oximetry as at-home alternative for sleep apnea diagnosing 978-981-10-9037-0World Congress on Medical Physics and Biomedical Engineering 2018 1 2018-01-01 Springer, CapitolsLlib{id=com.sigma.fs3.argos.domain.gpc.GpcCapitolsLlibPK[ifcactivitat=CAP, ifccomptador=15171]},camposKey: 751 755 Analysis of Functional Connectivity during an Auditory Oddball Task in Schizophrenia 978-3-319-46668-2Converging Clinical and Engineering Research on Neurorehabilitation II. 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Proceedings of the 3rd International Conference on NeuroRehabilitation (ICNR2016) 1 2017-01-01 Springer, CapitolsLlib{id=com.sigma.fs3.argos.domain.gpc.GpcCapitolsLlibPK[ifcactivitat=CAP, ifccomptador=15010]},camposKey: 313 319 Sistema brain-computer interface de navegación web orientado a personas con grave discapacidad 8416664749Actas de XXXVIII Jornadas de Automática 1 2017-01-01 Servicio de Publicaciones , CapitolsLlib{id=com.sigma.fs3.argos.domain.gpc.GpcCapitolsLlibPK[ifcactivitat=CAP, ifccomptador=17366]},camposKey: 33 68 Usefulness of Artificial Neural Networks in the Diagnosis and Treatment of Sleep Apnea-Hypopnea Syndrome 978-953-51-3055-0Sleep Apnea 1 2017-01-01 Intech Open, CapitolsLlib{id=com.sigma.fs3.argos.domain.gpc.GpcCapitolsLlibPK[ifcactivitat=CAP, ifccomptador=15179]},camposKey: 202 205 Análisis de la señal de oximetría mediante la densidad espectral de potencia y bispectrum en la ayuda al diagnóstico de la apnea infantil 978-84-9048-531-6XXXIV Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2016), Sociedad Española de Ingeniería Biomédica (SEIB) 1 2016-01-01 Editorial Universitat Politècnica de València, CapitolsLlib{id=com.sigma.fs3.argos.domain.gpc.GpcCapitolsLlibPK[ifcactivitat=CAP, ifccomptador=15180]},camposKey: 228 231 Análisis espectral de la señal de flujo aéreo como ayuda al diagnóstico del síndrome de apnea-hipopnea del sueño en niños 978-84-9048-531-6XXXIV Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2016), Sociedad Española de Ingeniería Biomédica (SEIB) 1 2016-01-01 Editorial Universitat Politècnica de València, CapitolsLlib{id=com.sigma.fs3.argos.domain.gpc.GpcCapitolsLlibPK[ifcactivitat=CAP, ifccomptador=15173]},camposKey: 79 82 Automated Analysis of Unattended Portable Oximetry by means of Bayesian Neural Networks to Assist in the Diagnosis of Sleep Apnea 978-1-5090-2484-1Global Medical Engineering Physics Exchanges/Pan American Health Care Exchanges (GMEPE/PAHCE)hanges (GMEPE /PAHCE) 1 2016-01-01 Institute of Electrical and Electronics Engineers (IEEE), CapitolsLlib{id=com.sigma.fs3.argos.domain.gpc.GpcCapitolsLlibPK[ifcactivitat=CAP, ifccomptador=21541]},camposKey: 56 56 Desarrollo y evaluación de nuevas estrategias educativas en las asignaturas de Máster "Análisis No Lineal" y "Procesado de Señales Biomédicas" 978-84-608-7351-8VI Jornadas de Innovación Docente de la Universidad de Valladolid: "Los Universos Docentes" 1 2016-01-01 Universidad de Valladolid. Área de Formación Permanente e Innovación Docente. Vicerrectorado de Ordenación Académica e Innovación Docente, CapitolsLlib{id=com.sigma.fs3.argos.domain.gpc.GpcCapitolsLlibPK[ifcactivitat=CAP, ifccomptador=15189]},camposKey: 173 176 Localización automática de la papila y fóvea en retinografías 978-84-9048-531-6XXXIV Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2016), Sociedad Española de Ingeniería Biomédica (SEIB) 1 2016-01-01 Editorial Universitat Politècnica de València, CapitolsLlib{id=com.sigma.fs3.argos.domain.gpc.GpcCapitolsLlibPK[ifcactivitat=CAP, ifccomptador=15175]},camposKey: 95 99 Multi-Class AdaBoost to Detect Sleep Apnea-Hypopnea Syndrome Severity from Oximetry Recordings Obtained at Home 978-1-5090-2484-1Global Medical Engineering Physics Exchanges/Pan American Health Care Exchanges (GMEPE/PAHCE)hanges (GMEPE /PAHCE) 1 2016-01-01 Institute of Electrical and Electronics Engineers (IEEE), CapitolsLlib{id=com.sigma.fs3.argos.domain.gpc.GpcCapitolsLlibPK[ifcactivitat=CAP, ifccomptador=10068]},camposKey: 343 368 Diseño, desarrollo y evaluación de un navegador web basado en potenciales P300 mediante Brain-Computer interface orientado a personas con grave discapacidad 8479932775V Congreso Internacional de Turismo para Todos + VI Congreso Internacional de Diseño, Redes de Investigación y Tecnología para Todos DRT4ALL, 2015 1 2015-01-01 Universidad Internacional de Andalucía , CapitolsLlib{id=com.sigma.fs3.argos.domain.gpc.GpcCapitolsLlibPK[ifcactivitat=CAP, ifccomptador=15182]},camposKey: Evaluación de un protocolo de screening de apnea del sueño basado en el análisis automático de la oximetría no supervisada 978-84-608-3354-3XXXIII Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2015) 1 2015-01-01 Sociedad Española de Ingeniería Biomédica (SEIB), CapitolsLlib{id=com.sigma.fs3.argos.domain.gpc.GpcCapitolsLlibPK[ifcactivitat=CAP, ifccomptador=17457]},camposKey: 43 55 Neurofeedback training with a motor imagery-based BCI improves neurocognitive functions in elderly people 978-3-319-25190-5Brain-Computer Interface Research: A State-of-the-Art Summary 4 1 2015-01-01 Springer, CapitolsLlib{id=com.sigma.fs3.argos.domain.gpc.GpcCapitolsLlibPK[ifcactivitat=CAP, ifccomptador=17458]},camposKey: 43 68 Automatic estimation of the apnea-hypopnea index from oxygen saturation recordings using non-linear regression analysis 978-1-62417-350-9Focus on Nonlinear Analysis Research 1 2013-01-01 Nova Science Pub Inc, CapitolsLlib{id=com.sigma.fs3.argos.domain.gpc.GpcCapitolsLlibPK[ifcactivitat=CAP, ifccomptador=17359]},camposKey: 103 118 Nonlinear Analysis of Spontaneous MEG Activity in Alzheimer's Disease 978-1-62417-350-9Focus on Nonlinear Analysis Research 1 2013-01-01 Nova Science Pub Inc, CapitolsLlib{id=com.sigma.fs3.argos.domain.gpc.GpcCapitolsLlibPK[ifcactivitat=CAP, ifccomptador=19662]},camposKey: 721 726 Analysis of spontaneous MEG activity in mild cognitive impairment using the wavelet turbulence 978-989-8565-33-4IJCCI 2012 - Proceedings of the 4th International Joint Conference on Computational Intelligenc 1 2012-01-01 SciTePress, CapitolsLlib{id=com.sigma.fs3.argos.domain.gpc.GpcCapitolsLlibPK[ifcactivitat=CAP, ifccomptador=7510]},camposKey: 875 886 Evaluación y adaptación de las metodologías docentes en las enseñanzas de máster 978-84-695-2877-8X Jornades de Xarxes d'Investigació en Docència Universitària: la participació i el compromís de la comunitat universitària 1 2012-01-01 Universidad de Alicante, CapitolsLlib{id=com.sigma.fs3.argos.domain.gpc.GpcCapitolsLlibPK[ifcactivitat=CAP, ifccomptador=7506]},camposKey: 326 0 Adaptación de la asignatura "sistemas de comunicaciones" al espacio europeo de educación superior. 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Actas de la 5ª Conferencia Ibérica de Sistemas y Tecnologías de Información, At Santiago de Compostela, Spain 1 2010-01-01 IGI Global, CapitolsLlib{id=com.sigma.fs3.argos.domain.gpc.GpcCapitolsLlibPK[ifcactivitat=CAP, ifccomptador=77]},camposKey: 5547 5550 A classification algorithm based on spectral features from nocturnal oximetry and support vector machines to assist in the diagnosis of obstructive sleep apnea 978-1-4244-3295-02009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society 1 2009-01-01 Press Books, CapitolsLlib{id=com.sigma.fs3.argos.domain.gpc.GpcCapitolsLlibPK[ifcactivitat=CAP, ifccomptador=70]},camposKey: 211 0 Electroencephalogram Background Activity Characterization with Detrended Moving Average in Alzheimer's Disease Patients 978-1-4244-5058-92009 IEEE International Symposium on Intelligent Signal Processing (WISP 09) 1 2009-01-01 IEEE, CapitolsLlib{id=com.sigma.fs3.argos.domain.gpc.GpcCapitolsLlibPK[ifcactivitat=CAP, 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International Conference of the IEEE Engineering in Medicine and Biology Society 1 2008-01-01 IEEE, CapitolsLlib{id=com.sigma.fs3.argos.domain.gpc.GpcCapitolsLlibPK[ifcactivitat=CAP, ifccomptador=61]},camposKey: 2137 2140 On the Application of the Auto Mutual Information Rate of Decrease to Biomedical Signals 978-1-4244-1814-52008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society 1 2008-01-01 IEEE, CapitolsLlib{id=com.sigma.fs3.argos.domain.gpc.GpcCapitolsLlibPK[ifcactivitat=CAP, ifccomptador=17454]},camposKey: 1146 1156 Regularity Analysis of the Magnetoencephalogram Background Activity in Alzheimer's Disease Patients Using Auto Mutual Information 9781599048895Encyclopedia of Healthcare Information Systems 1 2008-01-01 Medical Information Science Reference, CapitolsLlib{id=com.sigma.fs3.argos.domain.gpc.GpcCapitolsLlibPK[ifcactivitat=CAP, ifccomptador=71]},camposKey: 1651 1654 Single layer network classifiers to assist in the detection of 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Vaquerizo-Villar F.; Alvarez D.; Kheirandish-Gozal L.; Gutierrez-Tobal G.C.; Barroso-Garcia V.; Santamaria-Vazquez E.; Del Campo F.; Gozal D.; Hornero R. A convolutional neural network architecture to enhance oximetry ability to diagnose pediatric obstructive sleep apnea . IEEE Journal of Biomedical and Health Informatics 2021; 0.

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Martínez-Cagigal, V.; Santamaría-Vázquez, E.; Gomez-Pilar, J.; Hornero, R. A brain-computer interface web browser for multiple sclerosis patients. En: Ayman El-Baz, A.; Suri, Jasjit S. Neurological Disorders and Imaging Physics, Volume 2: Engineering and clinical perspectives of multiple sclerosis. IOP Science; 2019. p. 1-31

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DISEÑO DE MODELOS PREDICTIVOS AUTOMÁTICOS INTERPRETABLES EN LA APNEA DEL SUEÑO PEDIÁTRICA. APLICACIÓN DE TÉCNICAS DE DEEP LEARNING E INTERPRETACIÓN DE INTELIGENCIA ARTIFICIAL. Equipo Investigadores: CAMPO MATIAS, FELIX (IP); HORNERO SANCHEZ, ROBERTO (IP); ALVAREZ GONZALEZ, DANIEL; GOMEZ GIL, JAIME; GARCIA GADAÑON, MARIA; CANO DEL POZO, MONICA. Equipo de Trabajo: BARROSO GARCIA, VERONICA; MARTIN MONTERO, ADRIAN; JIMENEZ GARCIA, JORGE; KHEIRANDISH-GOZAL -, LEILA; GOZAL -, DAVID; PENZEL ,, THOMAS; SANCHEZ GUTIERREZ, ROSA ELENA; ARROYO DOMINGO, CARMEN AINHOA. PID2020-115468RB-I00. Entidades Participantes: UNIVERSIDAD DE VALLADOLID (UVa). Entidades Financiadoras: AGENCIA ESTATAL DE INVESTIGACIÓN, FONDOS FEDER, 10.13039/501100011033. 2021-09-01 - 2024-08-31
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CERTIFICACIÓN DE ACTIVIDAD I+D+I. . Equipo Investigadores: HORNERO SANCHEZ, ROBERTO (IP). Entidades Participantes: FUNDACION GENERAL DE LA UNIVERSIDAD DE VALLADOLID.. Entidades Financiadoras: EQA CERTIFICADOS I+D+I SL., ACIE AGENCIA DE CERTIFICACION EN .. 2021-05-01
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JUNTA DE CASTILLA Y LEÓN -CONSEJERÍA DE EDUCACIÓN. CONTRATO PREDOCTORAL JUNTA CASTILLA Y LEON DE DIEGO MARCOS MARTINEZ: "DISEÑO, DESARROLLO Y EVALUACIÓN DE UNA PLATAFORMA DE ENTRENAMIENTO COGNITIVO BASADA EN TÉCNICAS DE NEUROFEEDBACK". HORNERO SANCHEZ, ROBERTO (Director). MARCOS MARTINEZ, DIEGO (Beneficiario). 01/08/2021 - 2025-07-16. 94.299,99 EUR.
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OTROS

Tesis doctorales (15)


 
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Congresos (44)

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, Montreal 20/07/2020 - 24/07/2020
(Ponencia). Martinez-Cagigal V.; Kobler R.J.; Mondini V.; Hornero R.; Muller-Putz G.R. Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
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Organización de actos (1)

XXVI Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2008) y V Jornadas de la Red Temática en Ingeniería Biomédica (REDINBIO)., Valladolid ( ESPAÑA ) 15/10/2008 - 17/10/2008
Comité organizador.
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Premios (15)

Víctor Rodríguez-González, Víctor Gutiérrez-de-Pablo, Jesús Poza, Carlos Gómez, Miguel A. Tola-Arribas, Mónica Cano, Roberto Hornero. Influencia de la reserva cognitiva en los patrones neurofisiológicos asociados a la evolución de la enfermedad de Alzheimer. Primer premio de la Competición de Estudiantes Investigadores ("Premio José María Ferrero Corral") celebrada durante el XXXVII Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2019) por el trabajo "Influencia de la reserva cognitiva en los patrones neurofisiológicos asociados a la evolución de la enfermedad de Alzheimer". Sociedad Española de Ingeniería Biomédica. 2019
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Estancias de investigación (1)

ESTANCIA DE INVESTIGACION: INSTITUTO TECNOLOGICO DE PORTLAND. 27/09/2005 - 29/10/2005
     INSTITUTO TECNOLOGICO DE PORTLAND. ( ESTADOS UNIDOS DE AMÉRICA )
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