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ORCIDRoberto Hornero
Roberto Hornero Sánchez
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- affiliation: University of Valladolid, Biomedical Engineering Group (GIB), Spain
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Journal Articles
- 2025
[j99]Daniel Antolínez
, Ana Cisnal, Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Diego Benavides, Juan Granja, Juan C. Fraile, Roberto Hornero:
Development and Validation of an Affordable Wearable Multichannel EEG System With Active Electrodes and Innovative Flexible Headbands. IEEE Access 13: 83983-83995 (2025)- [j98]María Herrero-Tudela, Roberto Romero-Oraá, Roberto Hornero, Gonzalo C. Gutiérrez-Tobal, María Isabel López, María García:
An explainable deep-learning model reveals clinical clues in diabetic retinopathy through SHAP. Biomed. Signal Process. Control. 102: 107328 (2025) - [j97]Sergio Pérez-Velasco, Diego Marcos-Martínez, Eduardo Santamaría-Vázquez, Víctor Martínez-Cagigal, Roberto Hornero:
Bridging motor execution and motor imagery BCI paradigms: An inter-task transfer learning approach. Biomed. Signal Process. Control. 107: 107834 (2025) - [j96]Ana Martín-Fernández, Víctor Martínez-Cagigal, Selene Moreno-Calderón, Eduardo Santamaría-Vázquez, Roberto Hornero:
Enhancing user experience in c-VEP-based BCI: Effects of visual stimulus opacity on performance and visual fatigue. Biomed. Signal Process. Control. 108: 107894 (2025) - [j95]Santiago Cepeda, Olga Esteban-Sinovas, Roberto Romero, Vikas Singh, Prakash Shetty, Aliasgar Moiyadi, Ilyess Zemmoura, Giuseppe Roberto Giammalva, Massimiliano Del Bene, Arianna Barbotti, Francesco DiMeco, Timothy R. West, Brian V. Nahed, Ignacio Arrese, Roberto Hornero, Rosario Sarabia:
Real-time brain tumor detection in intraoperative ultrasound: From model training to deployment in the operating room. Comput. Biol. Medicine 193: 110481 (2025) - [j94]Clara García-Vicente, Gonzalo C. Gutiérrez-Tobal, Fernando Vaquerizo-Villar, Adrián Martín-Montero, David Gozal, Roberto Hornero:
SleepECG-Net: Explainable Deep Learning Approach With ECG for Pediatric Sleep Apnea Diagnosis. IEEE J. Biomed. Health Informatics 29(2): 1021-1034 (2025) - 2024
- [j93]Víctor Rodríguez-González, Pablo Núñez, Carlos Gómez, Hideyuki Hoshi, Yoshihito Shigihara, Roberto Hornero, Jesús Poza:
Unveiling the alterations in the frequency-dependent connectivity structure of MEG signals in mild cognitive impairment and Alzheimer's disease. Biomed. Signal Process. Control. 87(Part A): 105512 (2024) - [j92]Jorge Jiménez-García, María García, Gonzalo C. Gutiérrez-Tobal, Leila Kheirandish-Gozal, Fernando Vaquerizo-Villar, Daniel Álvarez, Félix del Campo, David Gozal, Roberto Hornero:
An explainable deep-learning architecture for pediatric sleep apnea identification from overnight airflow and oximetry signals. Biomed. Signal Process. Control. 87(Part B): 105490 (2024) - [j91]Sergio Pérez-Velasco, Diego Marcos-Martínez, Eduardo Santamaría-Vázquez, Víctor Martínez-Cagigal, Selene Moreno-Calderón, Roberto Hornero:
Unraveling motor imagery brain patterns using explainable artificial intelligence based on Shapley values. Comput. Methods Programs Biomed. 246: 108048 (2024) - [j90]Roberto Romero-Oraá, María Herrero-Tudela, María I. López, Roberto Hornero, María García:
Attention-based deep learning framework for automatic fundus image processing to aid in diabetic retinopathy grading. Comput. Methods Programs Biomed. 249: 108160 (2024) - [j89]Víctor Gutiérrez-de Pablo, Jesús Poza, Aaron Maturana-Candelas, Víctor Rodríguez-González, Miguel Ángel Tola-Arribas, Mónica Cano, Hideyuki Hoshi, Yoshihito Shigihara, Roberto Hornero, Carlos Gómez:
Exploring the disruptions of the neurophysiological organization in Alzheimer's disease: An integrative approach. Comput. Methods Programs Biomed. 250: 108197 (2024) - 2023
- [j88]Francisco Salto, Carmen Requena, Paula Alvarez-Merino, Víctor Rodríguez, Jesús Poza, Roberto Hornero:
Electrical analysis of logical complexity: an exploratory eeg study of logically valid/invalid deducive inference. Brain Informatics 10(1): 13 (2023) - [j87]Adrián Martín-Montero, Pablo Armañac-Julián, Eduardo Gil, Leila Kheirandish-Gozal, Daniel Álvarez, Jesús Lázaro, Raquel Bailón, David Gozal, Pablo Laguna, Roberto Hornero, Gonzalo C. Gutiérrez-Tobal:
Pediatric sleep apnea: Characterization of apneic events and sleep stages using heart rate variability. Comput. Biol. Medicine 154: 106549 (2023) - [j86]Diego Marcos-Martínez, Eduardo Santamaría-Vázquez, Víctor Martínez-Cagigal, Sergio Pérez-Velasco, Víctor Rodríguez-González, Ana Martín-Fernández, Selene Moreno-Calderón, Roberto Hornero:
ITACA: An open-source framework for Neurofeedback based on Brain-Computer Interfaces. Comput. Biol. Medicine 160: 107011 (2023) - [j85]Fernando Vaquerizo-Villar, Gonzalo C. Gutiérrez-Tobal, Eva Calvo, Daniel Álvarez, Leila Kheirandish-Gozal, Félix del Campo, David Gozal, Roberto Hornero:
An explainable deep-learning model to stage sleep states in children and propose novel EEG-related patterns in sleep apnea. Comput. Biol. Medicine 165: 107419 (2023) - [j84]Clara García-Vicente, Gonzalo C. Gutiérrez-Tobal, Jorge Jiménez-García, Adrián Martín-Montero, David Gozal, Roberto Hornero:
ECG-based convolutional neural network in pediatric obstructive sleep apnea diagnosis. Comput. Biol. Medicine 167: 107628 (2023) - [j83]Eduardo Santamaría-Vázquez, Víctor Martínez-Cagigal, Diego Marcos-Martínez, Víctor Rodríguez-González, Sergio Pérez-Velasco, Selene Moreno-Calderón, Roberto Hornero:
MEDUSA©: A novel Python-based software ecosystem to accelerate brain-computer interface and cognitive neuroscience research. Comput. Methods Programs Biomed. 230: 107357 (2023) - [j82]Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Sergio Pérez-Velasco, Diego Marcos-Martínez, Selene Moreno-Calderón, Roberto Hornero:
Non-binary m-sequences for more comfortable brain-computer interfaces based on c-VEPs. Expert Syst. Appl. 232: 120815 (2023) - [j81]Víctor Rodríguez-González, Pablo Núñez, Carlos Gómez, Yoshihito Shigihara, Hideyuki Hoshi, Miguel Ángel Tola-Arribas, Mónica Cano, Ángel Guerrero, David García-Azorín, Roberto Hornero, Jesús Poza:
Connectivity-based Meta-Bands: A new approach for automatic frequency band identification in connectivity analyses. NeuroImage 280: 120332 (2023) - [j80]Pedro Martínez-Paz, Javier Gomez-Pilar, Marta Martín-Fernández, Francisco C. Ceballos, Esther Gómez-Sánchez, Roberto Hornero, Eduardo Tamayo:
Gene Co-Expression Networks Offer New Perspectives on Sepsis Pathophysiology. IEEE ACM Trans. Comput. Biol. Bioinform. 20(6): 3660-3668 (2023) - 2022
- [j79]Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Roberto Hornero:
Brain-computer interface channel selection optimization using meta-heuristics and evolutionary algorithms. Appl. Soft Comput. 115: 108176 (2022) - [j78]Jorge Jiménez-García, María García, Gonzalo C. Gutiérrez-Tobal, Leila Kheirandish-Gozal, Fernando Vaquerizo-Villar, Daniel Álvarez, Félix del Campo, David Gozal, Roberto Hornero:
A 2D convolutional neural network to detect sleep apnea in children using airflow and oximetry. Comput. Biol. Medicine 147: 105784 (2022) - [j77]Eduardo Santamaría-Vázquez, Víctor Martínez-Cagigal, Sergio Pérez-Velasco, Diego Marcos-Martínez, Roberto Hornero:
Robust asynchronous control of ERP-Based brain-Computer interfaces using deep learning. Comput. Methods Programs Biomed. 215: 106623 (2022) - 2021
- [j76]Gonzalo C. Gutiérrez-Tobal, Daniel Álvarez, Fernando Vaquerizo-Villar, Andrea Crespo, Leila Kheirandish-Gozal, David Gozal, Félix del Campo, Roberto Hornero:
Ensemble-learning regression to estimate sleep apnea severity using at-home oximetry in adults. Appl. Soft Comput. 111: 107827 (2021) - [j75]Verónica Barroso-García, Gonzalo C. Gutiérrez-Tobal, Leila Kheirandish-Gozal, Fernando Vaquerizo-Villar, Daniel Álvarez, Félix del Campo, David Gozal, Roberto Hornero:
Bispectral analysis of overnight airflow to improve the pediatric sleep apnea diagnosis. Comput. Biol. Medicine 129: 104167 (2021) - [j74]Marcos Revilla-Vallejo, Jesús Poza, Javier Gomez-Pilar, Roberto Hornero, Miguel Ángel Tola-Arribas, Mónica Cano, Carlos Gómez:
Exploring the Alterations in the Distribution of Neural Network Weights in Dementia Due to Alzheimer's Disease. Entropy 23(5): 500 (2021) - [j73]Adrián Martín-Montero, Gonzalo C. Gutiérrez-Tobal, David Gozal, Verónica Barroso-García, Daniel Álvarez, Félix del Campo, Leila Kheirandish-Gozal, Roberto Hornero:
Bispectral Analysis of Heart Rate Variability to Characterize and Help Diagnose Pediatric Sleep Apnea. Entropy 23(8): 1016 (2021) - [j72]Adrián Martín-Montero, Gonzalo C. Gutiérrez-Tobal, David Gozal, Verónica Barroso-García, Daniel Álvarez, Félix del Campo, Leila Kheirandish-Gozal, Roberto Hornero:
Erratum: Martín-Montero et al. Bispectral Analysis of Heart Rate Variability to Characterize and Help Diagnose Pediatric Sleep Apnea. Entropy 2021, 23, 1016. Entropy 23(11): 1375 (2021) - [j71]Diego Marcos-Martínez, Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Sergio Pérez-Velasco, Roberto Hornero:
Neurofeedback Training Based on Motor Imagery Strategies Increases EEG Complexity in Elderly Population. Entropy 23(12): 1574 (2021) - [j70]Pablo Núñez, Jesús Poza, Carlos Gómez, Víctor Rodríguez-González, Arjan Hillebrand, Prejaas Tewarie, Miguel Ángel Tola-Arribas, Mónica Cano, Roberto Hornero:
Abnormal meta-state activation of dynamic brain networks across the Alzheimer spectrum. NeuroImage 232: 117898 (2021) - [j69]Verónica Barroso-García, Gonzalo C. Gutiérrez-Tobal, David Gozal, Fernando Vaquerizo-Villar, Daniel Álvarez, Félix del Campo, Leila Kheirandish-Gozal, Roberto Hornero:
Wavelet Analysis of Overnight Airflow to Detect Obstructive Sleep Apnea in Children. Sensors 21(4): 1491 (2021) - [j68]Fernando Vaquerizo-Villar, Daniel Álvarez, Leila Kheirandish-Gozal, Gonzalo C. Gutiérrez-Tobal, Verónica Barroso-García, Eduardo Santamaría-Vázquez, Félix del Campo, David Gozal, Roberto Hornero:
A Convolutional Neural Network Architecture to Enhance Oximetry Ability to Diagnose Pediatric Obstructive Sleep Apnea. IEEE J. Biomed. Health Informatics 25(8): 2906-2916 (2021) - 2020
- [j67]Verónica Barroso-García, Gonzalo C. Gutiérrez-Tobal, Leila Kheirandish-Gozal, Daniel Álvarez, Fernando Vaquerizo-Villar, Pablo Núñez, Félix del Campo, David Gozal, Roberto Hornero:
Usefulness of recurrence plots from airflow recordings to aid in paediatric sleep apnoea diagnosis. Comput. Methods Programs Biomed. 183 (2020) - [j66]Roberto Romero-Oraá, María García, Javier Oraá-Pérez, María Isabel López, Roberto Hornero:
A robust method for the automatic location of the optic disc and the fovea in fundus images. Comput. Methods Programs Biomed. 196: 105599 (2020) - [j65]Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Roberto Hornero:
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 22(5): 505 (2020) - [j64]Jorge Jiménez-García, Gonzalo C. Gutiérrez-Tobal, María García, Leila Kheirandish-Gozal, Adrián Martín-Montero, Daniel Álvarez, Félix del Campo, David Gozal, Roberto Hornero:
Assessment of Airflow and Oximetry Signals to Detect Pediatric Sleep Apnea-Hypopnea Syndrome Using AdaBoost. Entropy 22(6): 670 (2020) - [j63]Daniel Álvarez, C. Ainhoa Arroyo, Julio de Frutos, Andrea Crespo, Ana Cerezo-Hernández, Gonzalo C. Gutiérrez-Tobal, Fernando Vaquerizo-Villar, Verónica Barroso-García, Fernando Moreno, Tomás Ruiz, Roberto Hornero, Félix del Campo:
Assessment of Nocturnal Autonomic Cardiac Imbalance in Positional Obstructive Sleep Apnea. A Multiscale Nonlinear Approach. Entropy 22(12): 1404 (2020) - [j62]Aaron Maturana-Candelas, Carlos Gómez, Jesús Poza, Saúl J. Ruiz-Gómez, Roberto Hornero:
Inter-band Bispectral Analysis of EEG Background Activity to Characterize Alzheimer's Disease Continuum. Frontiers Comput. Neurosci. 14: 70 (2020) - [j61]Víctor Gutiérrez-de Pablo, Carlos Gómez, Jesús Poza, Aaron Maturana-Candelas, Sandra Martins, Iva Gomes, Alexandra M. Lopes, Nadia Pinto, Roberto Hornero:
Relationship between the Presence of the ApoE ε4 Allele and EEG Complexity along the Alzheimer's Disease Continuum. Sensors 20(14): 3849 (2020) - [j60]Roberto Romero-Oraá, María García, Javier Oraá-Pérez, María Isabel López Gálvez, Roberto Hornero:
Effective Fundus Image Decomposition for the Detection of Red Lesions and Hard Exudates to Aid in the Diagnosis of Diabetic Retinopathy. Sensors 20(22): 6549 (2020) - 2019
- [j59]Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Roberto Hornero:
Asynchronous Control of P300-Based Brain-Computer Interfaces Using Sample Entropy. Entropy 21(3): 230 (2019) - [j58]Jorge Jiménez-García, Roberto Romero-Oraá, María García, María Isabel López Gálvez, Roberto Hornero:
Combination of Global Features for the Automatic Quality Assessment of Retinal Images. Entropy 21(3): 311 (2019) - [j57]Daniel Álvarez, Ana Sánchez-Fernández, Ana M. Andrés-Blanco, Gonzalo C. Gutiérrez-Tobal, Fernando Vaquerizo-Villar, Verónica Barroso-García, Roberto Hornero, Félix del Campo:
Influence of Chronic Obstructive Pulmonary Disease and Moderate-To-Severe Sleep Apnoea in Overnight Cardiac Autonomic Modulation: Time, Frequency and Non-Linear Analyses. Entropy 21(4): 381 (2019) - [j56]Roberto Romero-Oraá, Jorge Jiménez-García, María García, María Isabel López Gálvez, Javier Oraá-Pérez, Roberto Hornero:
Entropy Rate Superpixel Classification for Automatic Red Lesion Detection in Fundus Images. Entropy 21(4): 417 (2019) - [j55]Aaron Maturana-Candelas, Carlos Gómez, Jesús Poza, Nadia Pinto, Roberto Hornero:
EEG Characterization of the Alzheimer's Disease Continuum by Means of Multiscale Entropies. Entropy 21(6): 544 (2019) - [j54]Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Javier Gomez-Pilar, Roberto Hornero:
Towards an accessible use of smartphone-based social networks through brain-computer interfaces. Expert Syst. Appl. 120: 155-166 (2019) - [j53]Gonzalo C. Gutiérrez-Tobal, Daniel Álvarez, Andrea Crespo, Félix del Campo, Roberto Hornero:
Evaluation of Machine-Learning Approaches to Estimate Sleep Apnea Severity From At-Home Oximetry Recordings. IEEE J. Biomed. Health Informatics 23(2): 882-892 (2019) - 2018
- [j52]Fernando Vaquerizo-Villar, Daniel Álvarez, Leila Kheirandish-Gozal, Gonzalo C. Gutiérrez-Tobal, Verónica Barroso-García, Andrea Crespo, Félix del Campo, David Gozal, Roberto Hornero:
Utility of bispectrum in the screening of pediatric sleep apnea-hypopnea syndrome using oximetry recordings. Comput. Methods Programs Biomed. 156: 141-149 (2018) - [j51]Saúl J. Ruiz-Gómez, Carlos Gómez, Jesús Poza, Gonzalo C. Gutiérrez-Tobal, Miguel Ángel Tola-Arribas, Mónica Cano, Roberto Hornero:
Automated Multiclass Classification of Spontaneous EEG Activity in Alzheimer's Disease and Mild Cognitive Impairment. Entropy 20(1): 35 (2018) - [j50]Saúl J. Ruiz-Gómez, Carlos Gómez, Jesús Poza, Mario Martínez-Zarzuela, Miguel Ángel Tola-Arribas, Mónica Cano, Roberto Hornero:
Measuring Alterations of Spontaneous EEG Neural Coupling in Alzheimer's Disease and Mild Cognitive Impairment by Means of Cross-Entropy Metrics. Frontiers Neuroinformatics 12: 76 (2018) - [j49]Javier Gomez-Pilar, Jesús Poza, Alejandro Bachiller, Carlos Gómez, Pablo Núñez, Alba Lubeiro, Vicente Molina, Roberto Hornero:
Quantification of Graph Complexity Based on the Edge Weight Distribution Balance: Application to Brain Networks. Int. J. Neural Syst. 28(1): 1750032:1-1750032:19 (2018) - 2017
- [j48]Andrea Crespo, Daniel Álvarez, Gonzalo C. Gutiérrez-Tobal, Fernando Vaquerizo-Villar, Verónica Barroso-García, María Luz Alonso Álvarez, Joaquín Terán-Santos, Roberto Hornero, Félix del Campo:
Multiscale Entropy Analysis of Unattended Oximetric Recordings to Assist in the Screening of Paediatric Sleep Apnoea at Home. Entropy 19(6): 284 (2017) - [j47]Verónica Barroso-García, Gonzalo C. Gutiérrez-Tobal, Leila Kheirandish-Gozal, Daniel Álvarez, Fernando Vaquerizo-Villar, Andrea Crespo, Félix del Campo, David Gozal, Roberto Hornero:
Irregularity and Variability Analysis of Airflow Recordings to Facilitate the Diagnosis of Paediatric Sleep Apnoea-Hypopnoea Syndrome. Entropy 19(9): 447 (2017) - 2016
- [j46]Amine Khadmaoui, Carlos Gómez, Jesús Poza, Alejandro Bachiller, Alberto Fernández, Javier Quintero, Roberto Hornero:
MEG Analysis of Neural Interactions in Attention-Deficit/Hyperactivity Disorder. Comput. Intell. Neurosci. 2016: 8450241:1-8450241:10 (2016) - [j45]María García, Jesús Poza, Alejandro Bachiller, David Santamarta, Roberto Hornero:
Effect of infusion tests on the dynamical properties of intracranial pressure in hydrocephalus. Comput. Methods Programs Biomed. 134: 225-235 (2016) - [j44]Carlos Gómez, Jesús Poza, María T. Gutiérrez, Esther Prada, Nuria Mendoza, Roberto Hornero:
Characterization of EEG patterns in brain-injured subjects and controls after a Snoezelen® intervention. Comput. Methods Programs Biomed. 136: 1-9 (2016) - [j43]Javier Gomez-Pilar, Rebeca Corralejo, Luis F. Nicolás-Alonso, Daniel Álvarez, Roberto Hornero:
Neurofeedback training with a motor imagery-based BCI: neurocognitive improvements and EEG changes in the elderly. Medical Biol. Eng. Comput. 54(11): 1655-1666 (2016) - [j42]Gonzalo C. Gutiérrez-Tobal, Daniel Álvarez, Félix del Campo, Roberto Hornero:
Utility of AdaBoost to Detect Sleep Apnea-Hypopnea Syndrome From Single-Channel Airflow. IEEE Trans. Biomed. Eng. 63(3): 636-646 (2016) - 2015
- [j41]Gonzalo C. Gutiérrez-Tobal, María Luz Alonso Álvarez, Daniel Álvarez, Félix del Campo, Joaquín Terán-Santos, Roberto Hornero:
Diagnosis of pediatric obstructive sleep apnea: Preliminary findings using automatic analysis of airflow and oximetry recordings obtained at patients' home. Biomed. Signal Process. Control. 18: 401-407 (2015) - [j40]Gonzalo C. Gutiérrez-Tobal, Daniel Álvarez, Javier Gomez-Pilar, Félix del Campo, Roberto Hornero:
Assessment of Time and Frequency Domain Entropies to Detect Sleep Apnoea in Heart Rate Variability Recordings from Men and Women. Entropy 17(1): 123-141 (2015) - [j39]Javier Gomez-Pilar, Jesús Poza, Alejandro Bachiller, Carlos Gómez, Vicente Molina, Roberto Hornero:
Neural Network Reorganization Analysis During an Auditory Oddball Task in Schizophrenia Using Wavelet Entropy. Entropy 17(8): 5241-5256 (2015) - [j38]Luis F. Nicolás-Alonso, Rebeca Corralejo, Javier Gomez-Pilar, Daniel Álvarez, Roberto Hornero:
Adaptive semi-supervised classification to reduce intersession non-stationarity in multiclass motor imagery-based brain-computer interfaces. Neurocomputing 159: 186-196 (2015) - 2014
- [j37]Carlos Gómez, Joseph Troy Lizier, Michael Schaum, Patricia Wollstadt, Christine Grützner, Peter Uhlhaas, Christine M. Freitag, Sabine Schlitt, Sven Bölte, Roberto Hornero, Michael Wibral:
Reduced predictable information in brain signals in autism spectrum disorder. Frontiers Neuroinformatics 8: 9 (2014) - [j36]Rebeca Corralejo, Luis F. Nicolás-Alonso, Daniel Álvarez, Roberto Hornero:
A P300-based brain-computer interface aimed at operating electronic devices at home for severely disabled people. Medical Biol. Eng. Comput. 52(10): 861-872 (2014) - 2013
- [j35]Mario Martínez-Zarzuela, Carlos Gómez, Francisco Javier Díaz Pernas, Alberto Fernández, Roberto Hornero:
Cross-Approximate Entropy parallel computation on GPUs for biomedical signal analysis. Application to MEG recordings. Comput. Methods Programs Biomed. 112(1): 189-199 (2013) - [j34]Daniel Álvarez, Roberto Hornero, J. Víctor Marcos, Niels Wessel, Thomas Penzel, Martin Glos, Félix del Campo:
Assessment of Feature Selection and Classification Approaches to Enhance Information from overnight oximetry in the Context of Apnea Diagnosis. Int. J. Neural Syst. 23(5) (2013) - [j33]Gonzalo C. Gutiérrez-Tobal, Daniel Álvarez, J. Víctor Marcos, Félix del Campo, Roberto Hornero:
Pattern recognition in airflow recordings to assist in the sleep apnoea-hypopnoea syndrome diagnosis. Medical Biol. Eng. Comput. 51(12): 1367-1380 (2013) - 2012
- [j32]Isabel de la Torre Díez, Francisco Javier Díaz Pernas, Míriam Antón-Rodríguez, Mario Martínez-Zarzuela, José Fernando Díez Higuera, Daniel Boto-Giralda, Miguel Maldonado López, Roberto Hornero, María Isabel López:
Performance Evaluation of a Web-Based System to Exchange Electronic Health Records Using Queueing Model (M/M/1). J. Medical Syst. 36(2): 915-924 (2012) - [j31]J. Víctor Marcos, Roberto Hornero, Daniel Álvarez, Mateo Aboy, Félix del Campo:
Automated Prediction of the Apnea-Hypopnea Index from Nocturnal Oximetry Recordings. IEEE Trans. Biomed. Eng. 59(1): 141-149 (2012) - 2011
- [j30]Isabel de la Torre Díez, Francisco Javier Díaz Pernas, Míriam Antón-Rodríguez, José Fernando Díez Higuera, Beatriz Sainz de Abajo, Miguel Maldonado López, Roberto Hornero, María Isabel López:
Choosing the Most Efficient Database for a Web-Based System to Store and Exchange Ophthalmologic Health Records. J. Medical Syst. 35(6): 1455-1464 (2011) - [j29]Alberto Fernández, Marcos Ríos-Lago, Daniel E. Abásolo, Roberto Hornero, Juan Alvarez-Linera, Nuria Paul, Fernando Maestú, Tomás Ortiz:
The correlation between white-matter microstructure and the complexity of spontaneous brain activity: A difussion tensor imaging-MEG study. NeuroImage 57(4): 1300-1307 (2011) - 2010
- [j28]Raúl Alcaraz, Daniel E. Abásolo, Roberto Hornero, José Joaquín Rieta:
Optimal parameters study for sample entropy-based atrial fibrillation organization analysis. Comput. Methods Programs Biomed. 99(1): 124-132 (2010) - [j27]Isabel de la Torre Díez, Francisco Javier Díaz Pernas, Miguel López Coronado, Roberto Hornero Sánchez, María Isabel López Gálvez, Míriam Antón-Rodríguez:
Response Time Estimation of a Web-Based Electronic Health Record (EHR) System using Queuing Model. Int. J. E Health Medical Commun. 1(4): 66-78 (2010) - [j26]J. Víctor Marcos, Roberto Hornero, Daniel Álvarez, Félix del Campo, Mateo Aboy:
Automated detection of obstructive sleep apnoea syndrome from oxygen saturation recordings using linear discriminant analysis. Medical Biol. Eng. Comput. 48(9): 895-902 (2010) - [j25]Daniel Álvarez, Roberto Hornero, J. Víctor Marcos, Félix del Campo:
Multivariate Analysis of Blood Oxygen Saturation Recordings in Obstructive Sleep Apnea Diagnosis. IEEE Trans. Biomed. Eng. 57(12): 2816-2824 (2010) - [j24]Meindert Niemeijer, Bram van Ginneken, Michael J. Cree, Atsushi Mizutani, Gwenolé Quellec, Clara I. Sánchez, Bob Zhang, Roberto Hornero, Mathieu Lamard, Chisako Muramatsu, Xiangqian Wu, Guy Cazuguel, Jane You, Agustín Mayo, Qin Li, Yuji Hatanaka, Béatrice Cochener, Christian Roux, Fakhri Karray, María García, Hiroshi Fujita, Michael D. Abràmoff:
Retinopathy Online Challenge: Automatic Detection of Microaneurysms in Digital Color Fundus Photographs. IEEE Trans. Medical Imaging 29(1): 185-195 (2010) - 2009
- [j23]María García, Clara I. Sánchez, María Isabel López, Daniel E. Abásolo, Roberto Hornero:
Neural network based detection of hard exudates in retinal images. Comput. Methods Programs Biomed. 93(1): 9-19 (2009) - [j22]Daniel E. Abásolo, Roberto Hornero, Pedro Espino:
Approximate Entropy of EEG Background Activity in Alzheimer's Disease Patients. Intell. Autom. Soft Comput. 15(4): 591-603 (2009) - [j21]Clara I. Sánchez, María García, Agustín Mayo, María Isabel López, Roberto Hornero:
Retinal image analysis based on mixture models to detect hard exudates. Medical Image Anal. 13(4): 650-658 (2009) - [j20]Carlos Gómez, Cornelis J. Stam, Roberto Hornero, Alberto Fernández, Fernando Maestú:
Disturbed Beta Band Functional Connectivity in Patients With Mild Cognitive Impairment: An MEG Study. IEEE Trans. Biomed. Eng. 56(6): 1683-1690 (2009) - 2008
- [j19]Javier Escudero, Roberto Hornero, Jesús Poza, Daniel E. Abásolo, Alberto Fernández:
Assessment of classification improvement in patients with Alzheimer's disease based on magnetoencephalogram blind source separation. Artif. Intell. Medicine 43(1): 75-85 (2008) - [j18]Jesús Poza, Roberto Hornero, Daniel E. Abásolo, Alberto Fernández, Agustín Mayo:
Evaluation of spectral ratio measures from spontaneous MEG recordings in patients with Alzheimer's disease. Comput. Methods Programs Biomed. 90(2): 137-147 (2008) - [j17]J. Víctor Marcos, Roberto Hornero, Daniel Álvarez, Félix del Campo, Carlos Zamarrón, Miguel Maldonado López:
Utility of multilayer perceptron neural network classifiers in the diagnosis of the obstructive sleep apnoea syndrome from nocturnal oximetry. Comput. Methods Programs Biomed. 92(1): 79-89 (2008) - [j16]J. Víctor Marcos, Roberto Hornero, Daniel Álvarez, Félix del Campo, Miguel Maldonado López, Carlos Zamarrón:
Radial basis function classifiers to help in the diagnosis of the obstructive sleep apnoea syndrome from nocturnal oximetry. Medical Biol. Eng. Comput. 46(4): 323-332 (2008) - [j15]Daniel E. Abásolo, Javier Escudero, Roberto Hornero, Carlos Gómez, Pedro Espino:
Approximate entropy and auto mutual information analysis of the electroencephalogram in Alzheimer's disease patients. Medical Biol. Eng. Comput. 46(10): 1019-1028 (2008) - [j14]Roberto Hornero, Mateo Aboy, Carlos Gómez, Daniel S. Hagg, Charles R. Phillips:
Complexity Analysis of Arterial Pressure During Periods of Abrupt Hemodynamic Changes. IEEE Trans. Biomed. Eng. 55(2): 797-801 (2008) - [j13]Roberto Hornero, Javier Escudero, Alberto Fernández, Jesús Poza, Carlos Gómez:
Spectral and Nonlinear Analyses of MEG Background Activity in Patients With Alzheimer's Disease. IEEE Trans. Biomed. Eng. 55(6): 1658-1665 (2008) - [j12]Daniel E. Abásolo, Roberto Hornero, Javier Escudero, Pedro Espino:
A Study on the Possible Usefulness of Detrended Fluctuation Analysis of the Electroencephalogram Background Activity in Alzheimer's Disease. IEEE Trans. Biomed. Eng. 55(9): 2171-2179 (2008) - 2007
- [j11]Daniel Álvarez, Roberto Hornero, María García, Félix del Campo, Carlos Zamarrón:
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 41(1): 13-24 (2007) - [j10]Carlos Gómez, Roberto Hornero, Daniel E. Abásolo, Alberto Fernández, Javier Escudero:
Analysis of the magnetoencephalogram background activity in Alzheimer's disease patients with auto-mutual information. Comput. Methods Programs Biomed. 87(3): 239-247 (2007) - [j9]Roberto Hornero, Mateo Aboy, Daniel E. Abásolo:
Analysis of intracranial pressure during acute intracranial hypertension using Lempel-Ziv complexity: further evidence. Medical Biol. Eng. Comput. 45(6): 617-620 (2007) - [j8]David Cuesta, Manuel Varela, Pau Miró, P. Galdós, Daniel E. Abásolo, Roberto Hornero, Mateo Aboy:
Predicting survival in critical patients by use of body temperature regularity measurement based on approximate entropy. Medical Biol. Eng. Comput. 45(7): 671-678 (2007) - [j7]Roberto Hornero, Daniel Álvarez, Daniel E. Abásolo, Félix del Campo, Carlos Zamarrón:
Utility of Approximate Entropy From Overnight Pulse Oximetry Data in the Diagnosis of the Obstructive Sleep Apnea Syndrome. IEEE Trans. Biomed. Eng. 54(1): 107-113 (2007) - [j6]Javier Escudero, Roberto Hornero, Daniel E. Abásolo, Alberto Fernández, Miguel López Coronado:
Artifact Removal in Magnetoencephalogram Background Activity With Independent Component Analysis. IEEE Trans. Biomed. Eng. 54(11): 1965-1973 (2007) - 2006
- [j5]Félix del Campo, Roberto Hornero, Carlos Zamarrón, Daniel E. Abásolo, Daniel Álvarez:
Oxygen saturation regularity analysis in the diagnosis of obstructive sleep apnea. Artif. Intell. Medicine 37(2): 111-118 (2006) - [j4]Roberto Hornero, Daniel E. Abásolo, Natalia Jimeno, Clara I. Sánchez, Jesús Poza, Mateo Aboy:
Variability, regularity, and complexity of time series generated by schizophrenic patients and control subjects. IEEE Trans. Biomed. Eng. 53(2): 210-218 (2006) - [j3]Mateo Aboy, Roberto Hornero, Daniel E. Abásolo, Daniel Álvarez:
Interpretation of the Lempel-Ziv Complexity Measure in the Context of Biomedical Signal Analysis. IEEE Trans. Biomed. Eng. 53(11): 2282-2288 (2006) - 2005
- [j2]Mateo Aboy, Oscar W. Márquez, James McNames, Roberto Hornero, Tran Thong, Brahm Goldstein:
Adaptive modeling and spectral estimation of nonstationary biomedical signals based on Kalman filtering. IEEE Trans. Biomed. Eng. 52(8): 1485-1489 (2005) - [j1]Roberto Hornero, Mateo Aboy, Daniel E. Abásolo, James McNames, Brahm Goldstein:
Interpretation of approximate entropy: analysis of intracranial pressure approximate entropy during acute intracranial hypertension. IEEE Trans. Biomed. Eng. 52(10): 1671-1680 (2005)
Conference and Workshop Papers
- 2023
- [c61]Pablo Armañac-Julián, Adrián Martín-Montero, Salla Hietakoste, Jesús Lázaro, Samu Kainulainen, David Gozal, Roberto Hornero, Pablo Laguna, Gonzalo C. Gutiérrez-Tobal, Eduardo Gil, Raquel Bailón:
Characterization of Cardiopulmonary Coupling in Pediatric Patients with Obstructive Sleep Apnea. CinC 2023: 1-4 - [c60]Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Sergio Pérez-Velasco, Diego Marcos-Martínez, Selene Moreno-Calderón, Roberto Hornero:
Nonparametric Early Stopping Detection for c-VEP-based Brain-Computer Interfaces: A Pilot Study. EMBC 2023: 1-4 - [c59]Selene Moreno-Calderón, Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Sergio Pérez-Velasco, Diego Marcos-Martínez, Roberto Hornero:
Assessing the Potential of Brain-Computer Interface Multiplayer Video Games using c-VEPs: A Pilot Study. EMBC 2023: 1-4 - [c58]Fernando Vaquerizo-Villar, Daniel Álvarez, Gonzalo C. Gutiérrez-Tobal, Félix del Campo, David Gozal, Leila Kheirandish-Gozal, Thomas Penzel, Roberto Hornero:
A deep learning model based on the combination of convolutional and recurrent neural networks to enhance pulse oximetry ability to classify sleep stages in children with sleep apnea. EMBC 2023: 1-4 - [c57]Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Roberto Hornero:
Toward Early Stopping Detection for Non-binary c-VEP-Based BCIs: A Pilot Study. IWANN (2) 2023: 580-590 - [c56]Eduardo Santamaría-Vázquez, Víctor Martínez-Cagigal, Roberto Hornero:
Bit-Wise Reconstruction of Non-binary Visual Stimulation Patterns from EEG Using Deep Learning: A Promising Alternative for User-Friendly High-Speed c-VEP-Based BCIs. IWANN (2) 2023: 603-614 - 2022
- [c55]Gonzalo C. Gutiérrez-Tobal, Javier Gomez-Pilar, Leila Kheirandish-Gozal, Adrián Martín-Montero, Jesús Poza, Daniel Álvarez, Félix del Campo, David Gozal, Roberto Hornero:
Slow EEG Oscillation to Characterize Pediatric Sleep Apnea and Associated Cognitive Impairments. EMBC 2022: 2957-2960 - 2021
- [c54]Fernando Vaquerizo-Villar, Daniel Álvarez, Jan F. Kraemer, Niels Wessel, Gonzalo C. Gutiérrez-Tobal, Eva Calvo, Félix del Campo, Leila Kheirandish-Gozal, David Gozal, Thomas Penzel, Roberto Hornero:
Automatic Sleep Staging in Children with Sleep Apnea using Photoplethysmography and Convolutional Neural Networks. EMBC 2021: 216-219 - [c53]Pablo Núñez, Víctor Rodríguez-González, Víctor Gutiérrez-de Pablo, Carlos Gómez, Yoshihito Shigihara, Hideyuki Hoshi, Roberto Hornero, Jesús Poza:
Effect of segment length, sampling frequency, and imaging modality on the estimation of measures of brain meta-state activation: an MEG/EEG study. EMBC 2021: 315-318 - [c52]Víctor Rodríguez-González, Víctor Gutiérrez-de Pablo, Carlos Gómez, Yoshihito Shigihara, Hideyuki Hoshi, Roberto Hornero, Miguel Ángel Tola-Arribas, Mónica Cano, Jesús Poza:
High Frequential Resolution Networks: Considerations on a New Functional Brain Connectivity Framework. EMBC 2021: 722-725 - 2020
- [c51]Saúl J. Ruiz-Gómez, Carlos Gómez, Jesús Poza, Marcos Revilla-Vallejo, Víctor Gutiérrez-de Pablo, Víctor Rodríguez-González, Aaron Maturana-Candelas, Roberto Hornero:
Volume Conduction Effects on Connectivity Metrics: Application of Network Parameters to Characterize Alzheimer's Disease Continuum. EMBC 2020: 30-33 - [c50]Fernando Vaquerizo-Villar, Daniel Álvarez, Leila Kheirandish-Gozal, Gonzalo C. Gutiérrez-Tobal, Javier Gomez-Pilar, Andrea Crespo, Félix del Campo, David Gozal, Roberto Hornero:
Automatic Assessment of Pediatric Sleep Apnea Severity Using Overnight Oximetry and Convolutional Neural Networks. EMBC 2020: 633-636 - [c49]Víctor Martínez-Cagigal, Reinmar J. Kobler, Valeria Mondini, Roberto Hornero, Gernot R. Müller-Putz:
Non-linear online low-frequency EEG decoding of arm movements during a pursuit tracking task. EMBC 2020: 2981-2985 - [c48]Javier Gomez-Pilar, Georg Northoff, Fernando Vaquerizo-Villar, Jesús Poza, Gonzalo C. Gutiérrez-Tobal, Roberto Hornero:
Intraindividual Characterization of the Sleep Spindle Variability in Healthy Subjects. EMBC 2020: 3473-3476 - 2019
- [c47]Fernando Vaquerizo-Villar, Daniel Álvarez, Leila Kheirandish-Gozal, Gonzalo C. Gutiérrez-Tobal, Verónica Barroso-García, Félix del Campo, David Gozal, Roberto Hornero:
Convolutional Neural Networks to Detect Pediatric Apnea-Hypopnea Events from Oximetry. EMBC 2019: 3555-3558 - [c46]Verónica Barroso-García, Gonzalo C. Gutiérrez-Tobal, Leila Kheirandish-Gozal, Daniel Álvarez, Fernando Vaquerizo-Villar, Félix del Campo, David Gozal, Roberto Hornero:
Usefulness of Spectral Analysis of Respiratory Rate Variability to Help in Pediatric Sleep Apnea-Hypopnea Syndrome Diagnosis. EMBC 2019: 4580-4583 - [c45]Víctor Rodríguez-González, Jesús Poza, Pablo Núñez, Carlos Gómez, María García, Yoshihito Shigihara, Hideyuki Hoshi, Eduardo Santamaría-Vázquez, Roberto Hornero:
Towards Automatic Artifact Rejection in Resting-State MEG Recordings: Evaluating the Performance of the SOUND Algorithm. EMBC 2019: 4807-4810 - [c44]Pablo Núñez, Jesús Poza, Carlos Gómez, Verónica Barroso-García, Saúl J. Ruiz-Gómez, Aaron Maturana-Candelas, Miguel Ángel Tola-Arribas, Mónica Cano, Roberto Hornero:
Characterization of EEG Resting-state Activity in Alzheimer's Disease by Means of Recurrence Plot Analyses. EMBC 2019: 5786-5789 - [c43]Saúl J. Ruiz-Gómez, Carlos Gómez, Jesús Poza, Aaron Maturana-Candelas, Víctor Rodríguez-González, María García, Miguel Ángel Tola-Arribas, Mónica Cano, Roberto Hornero:
Analysis of Volume Conduction Effects on Different Functional Connectivity Metrics: Application to Alzheimer's Disease EEG Signals. EMBC 2019: 6434-6437 - 2018
- [c42]Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Roberto Hornero:
Controlling a Smartphone with Brain-Computer Interfaces: A Preliminary Study. AMDO 2018: 34-43 - [c41]Fernando Vaquerizo-Villar, Daniel Álvarez, Leila Kheirandish-Gozal, Gonzalo C. Gutiérrez-Tobal, Verónica Barroso-García, Andrea Crespo, Félix del Campo, David Gozal, Roberto Hornero:
Improving the Diagnostic Ability of Oximetry Recordings in Pediatric Sleep Apnea-Hypopnea Syndrome by Means of Multi-Class AdaBoost. EMBC 2018: 167-170 - [c40]Gonzalo C. Gutiérrez-Tobal, Leila Kheirandish-Gozal, Fernando Vaquerizo-Villar, Daniel Álvarez, Verónica Barroso-García, Andrea Crespo, Félix del Campo, David Gozal, Roberto Hornero:
Bispectral Analysis to Enhance Oximetry as a Simplified Alternative for Pediatric Sleep Apnea Diagnosis. EMBC 2018: 175-178 - [c39]Carlos Gómez, Saúl J. Ruiz-Gómez, Jesús Poza, Aaron Maturana-Candelas, Pablo Núñez, Nadia Pinto, Miguel Ángel Tola-Arribas, Mónica Cano, Roberto Hornero:
Assessment of EEG Connectivity Patterns in Mild Cognitive Impairment Using Phase Slope Index. EMBC 2018: 263-266 - 2017
- [c38]Carlos Gómez, Fernando Vaquerizo-Villar, Jesús Poza, Saúl J. Ruiz-Gómez, Miguel Ángel Tola-Arribas, Mónica Cano, Roberto Hornero:
Bispectral analysis of spontaneous EEG activity from patients with moderate dementia due to Alzheimer's disease. EMBC 2017: 422-425 - [c37]Jesús Poza, Alejandro Bachiller, Carlos Gómez, María García, Pablo Núñez, Javier Gomez-Pilar, Miguel Ángel Tola-Arribas, Mónica Cano, Roberto Hornero:
Phase-amplitude coupling analysis of spontaneous EEG activity in Alzheimer's disease. EMBC 2017: 2259-2262 - [c36]Gonzalo C. Gutiérrez-Tobal, Julio de Frutos, Daniel Álvarez, Fernando Vaquerizo-Villar, Verónica Barroso-García, Andrea Crespo, Félix del Campo, Roberto Hornero:
A Bayesian neural network approach to compare the spectral information from nasal pressure and thermistor airflow in the automatic sleep apnea severity estimation. EMBC 2017: 3741-3744 - [c35]Fernando Vaquerizo-Villar, Daniel Álvarez, Gonzalo C. Gutiérrez-Tobal, Verónica Barroso-García, Leila Kheirandish-Gozal, Andrea Crespo, Félix del Campo, David Gozal, Roberto Hornero:
Usefulness of discrete wavelet transform in the analysis of oximetry signals to assist in childhood sleep apnea-hypopnea syndrome diagnosis. EMBC 2017: 3753-3756 - [c34]Víctor Martínez-Cagigal, Roberto Hornero:
A Binary Bees Algorithm for P300-Based Brain-Computer Interfaces Channel Selection. IWANN (2) 2017: 453-463 - 2016
- [c33]Javier Gomez-Pilar, Jesús Poza, Alejandro Bachiller, Pablo Núñez, Carlos Gómez, Alba Lubeiro, Vicente Molina, Roberto Hornero:
Novel measure of the weigh distribution balance on the brain network: Graph complexity applied to schizophrenia. EMBC 2016: 700-703 - [c32]Celia Juan-Cruz, Carlos Gómez, Jesús Poza, Alberto Fernández, Roberto Hornero:
Analysis of magnetoencephalography signals from Alzheimer's disease patients using granger causality. EMBC 2016: 724-727 - [c31]Carlos Gómez, Jesús Poza, Javier Gomez-Pilar, Alejandro Bachiller, Celia Juan-Cruz, Miguel Ángel Tola-Arribas, Alicia Carreres, Mónica Cano, Roberto Hornero:
Analysis of spontaneous EEG activity in Alzheimer's disease using cross-sample entropy and graph theory. EMBC 2016: 2830-2833 - [c30]Pablo Núñez, Jesús Poza, Javier Gomez-Pilar, Alejandro Bachiller, Carlos Gómez, Alba Lubeiro, Vicente Molina, Roberto Hornero:
Analysis of the non-stationarity of neural activity during an auditory oddball task in schizophrenia. EMBC 2016: 3724-3727 - 2015
- [c29]Daniel Álvarez, Leila Kheirandish-Gozal, Gonzalo C. Gutiérrez-Tobal, Andrea Crespo, Mona F. Philby, Meelad Mohammadi, Félix del Campo, David Gozal, Roberto Hornero:
Automated analysis of nocturnal oximetry as screening tool for childhood obstructive sleep apnea-hypopnea syndrome. EMBC 2015: 2800-2803 - [c28]Gonzalo C. Gutiérrez-Tobal, Leila Kheirandish-Gozal, Daniel Álvarez, Andrea Crespo, Mona F. Philby, Meelad Mohammadi, Félix del Campo, David Gozal, Roberto Hornero:
Analysis and classification of oximetry recordings to predict obstructive sleep apnea severity in children. EMBC 2015: 4540-4543 - 2014
- [c27]Carlos Gómez, Jesús Poza, Jesus Monge, Alberto Fernández, Roberto Hornero:
Analysis of magnetoencephalography recordings from Alzheimer's disease patients using embedding entropies. EMBC 2014: 702-705 - [c26]Jesús Poza, Carlos Gómez, María García, Alejandro Bachiller, Alberto Fernández, Roberto Hornero:
Analysis of spontaneous MEG activity in mild cognitive impairment and Alzheimer's disease using Jensen's divergence. EMBC 2014: 1501-1504 - [c25]Daniel Álvarez, Gonzalo C. Gutiérrez-Tobal, Maria L. Alonso, Joaquín Terán-Santos, Félix del Campo, Roberto Hornero:
Statistical and nonlinear analysis of oximetry from respiratory polygraphy to assist in the diagnosis of Sleep Apnea in children. EMBC 2014: 1860-1863 - [c24]Gonzalo C. Gutiérrez-Tobal, Daniel Álvarez, María Luz Alonso Álvarez, Joaquín Terán-Santos, Félix del Campo, Roberto Hornero:
Exploring the spectral information of airflow recordings to help in pediatric Obstructive Sleep Apnea-Hypopnea Syndrome diagnosis. EMBC 2014: 2298-2301 - [c23]Javier Gomez-Pilar, Rebeca Corralejo, Luis F. Nicolás-Alonso, Daniel Álvarez, Roberto Hornero:
Assessment of neurofeedback training by means of motor imagery based-BCI for cognitive rehabilitation. EMBC 2014: 3630-3633 - 2013
- [c22]María García, Jesús Poza, Daniel E. Abásolo, David Santamarta, Roberto Hornero:
Analysis of intracranial pressure signals recorded during infusion studies using the spectral entropy. EMBC 2013: 2543-2546 - [c21]Gonzalo C. Gutiérrez-Tobal, Daniel Álvarez, Javier Gomez-Pilar, Félix del Campo, Roberto Hornero:
Assessment of spectral bands of interest in airflow signal to assist in sleep apnea-hypopnea syndrome diagnosis. EMBC 2013: 5021-5024 - [c20]Carlos Gómez, Jesús Poza, Alberto Fernández, Alejandro Bachiller, Javier Gomez, Roberto Hornero:
Entropy analysis of MEG background activity in Attention-Deficit/Hyperactivity Disorder. EMBC 2013: 5057-5060 - [c19]María García, Carmen Valverde, María Isabel López, Jesús Poza, Roberto Hornero:
Comparison of logistic regression and neural network classifiers in the detection of hard exudates in retinal images. EMBC 2013: 5891-5894 - [c18]Jesús Poza, María García, Carlos Gómez, Alejandro Bachiller, Alicia Carreres, Roberto Hornero:
Characterization of the spontaneous electroencephalographic activity in Alzheimer's disease using disequilibria and graph theory. EMBC 2013: 5990-5993 - 2012
- [c17]Gonzalo C. Gutiérrez-Tobal, Roberto Hornero, Daniel Álvarez, J. Víctor Marcos, Carlos Gómez, Félix del Campo:
Apnea-hypopnea index estimation from spectral analysis of airflow recordings. EMBC 2012: 3444-3447 - [c16]Carlos Gómez, Mario Martínez-Zarzuela, Jesús Poza, Francisco Javier Díaz Pernas, Alberto Fernández, Roberto Hornero:
Synchrony analysis of spontaneous MEG activity in Alzheimer's disease patients. EMBC 2012: 6188-6191 - [c15]Jesús Poza, Carlos Gómez, María García, Alberto Fernández, Roberto Hornero:
Analysis of Spontaneous MEG Activity in Mild Cognitive Impairment using the Wavelet Turbulence. IJCCI 2012: 721-726 - 2011
- [c14]J. Víctor Marcos, Roberto Hornero, Ian T. Nabney, Daniel Álvarez, Félix del Campo:
Analysis of nocturnal oxygen saturation recordings using kernel entropy to assist in sleep apnea-hypopnea diagnosis. EMBC 2011: 1745-1748 - [c13]Carlos Gómez, Jesús Poza, María García, Alberto Fernández, Roberto Hornero:
Regularity analysis of spontaneous MEG activity in Attention-Deficit/Hyperactivity Disorder. EMBC 2011: 1765-1768 - [c12]Rebeca Corralejo, Roberto Hornero, Daniel Álvarez:
Feature selection using a genetic algorithm in a motor imagery-based Brain Computer Interface. EMBC 2011: 7703-7706 - [c11]Daniel Álvarez, Roberto Hornero, J. Víctor Marcos, Thomas Penzel, Félix del Campo, Niels Wessel:
Prospective evaluation of logistic regression models from overnight oximetry to assist in sleep apnea diagnosis. ISDA 2011: 920-924 - [c10]Rebeca Corralejo, Roberto Hornero, Daniel Álvarez:
A Domotic Control System Using Brain-Computer Interface (BCI). IWANN (1) 2011: 345-352 - 2009
- [c9]Isabel de la Torre Díez, Roberto Hornero, Miguel Maldonado López, María Isabel López:
Ophthalmologic Electronic Health Records System using HL7/CDA and DICOM - TeleOftalWeb. HEALTHINF 2009: 99-104 - [c8]Clara I. Sánchez, Roberto Hornero, Agustín Mayo, María García:
Mixture model-based clustering and logistic regression for automatic detection of microaneurysms in retinal images. Computer-Aided Diagnosis 2009: 72601M - 2006
- [c7]Clara I. Sánchez, Agustín Mayo, María García, María Isabel López, Roberto Hornero:
Automatic Image Processing Algorithm to Detect Hard Exudates based on Mixture Models. EMBC 2006: 4453-4456 - [c6]Javier Escudero, Roberto Hornero, Daniel E. Abásolo, Jesús Poza, Alberto Fernández, Miguel López Coronado:
Rejection of artifact sources in magnetoencephalogram background activity using independent component analysis. EMBC 2006: 5282-5285 - [c5]Daniel Álvarez, Roberto Hornero, María García, Félix del Campo, Carlos Zamarrón, Miguel López Coronado:
Cross Approximate Entropy Analysis of Nocturnal Oximetry Signals in the Diagnosis of the Obstructive Sleep Apnea Syndrome. EMBC 2006: 6149-6152 - [c4]Carlos Gómez, Roberto Hornero, Alberto Fernández, Daniel E. Abásolo, Javier Escudero, Miguel López Coronado:
Magnetoencephalogram background activity analysis in Alzheimer's disease patients using auto mutual information. EMBC 2006: 6181-6184 - 2003
- [c3]Roberto Hornero, Daniel E. Abásolo, Pedro Espino:
Use of wavelet entropy to compare the EEG background activity of epileptic patients and control subjects. ISSPA (2) 2003: 5-8 - 1999
- [c2]Juan Pablo de Castro, Roberto Hornero, Alonso Alonso, Begoña Medina, Rafael Mompó, Evaristo J. Abril, Miguel Maldonado López:
Teleradiology as a seed of the Regional Health Care Intranet in a rural region in Spain. MIE 1999: 270-273 - [c1]Roberto Hornero, Pedro Espino, Alonso Alonso, Miguel Maldonado López:
Using Wavelet Packets for EEG Analysis of Patients with Alzheimer's Disease. SIP 1999: 405-408
Parts in Books or Collections
- 2015
- [p3]Javier Gomez-Pilar, Rebeca Corralejo, Daniel Álvarez, Roberto Hornero:
Neurofeedback Training with a Motor Imagery-Based BCI Improves Neurocognitive Functions in Elderly People. Brain-Computer Interface Research (4) 2015: 43-55 - 2010
- [p2]Isabel de la Torre Díez, Roberto Hornero Sánchez, Miguel López Coronado, María Isabel López Gálvez, Beatriz Sainz de Abajo:
A Web-Based Application to Exchange Ophthalmologic Health Records Using Open-Source Databases. Web-Based Applications in Healthcare and Biomedicine 2010: 59-75 - 2009
- [p1]Isabel de la Torre Díez, Roberto Hornero Sánchez, Miguel López Coronado, Jesús Crespo, María Isabel López Gálvez:
A Web-Based Application to Exchange Electronic Health Records and Medical Images in Ophthalmology. Database Technologies: Concepts, Methodologies, Tools, and Applications 2009: 1372-1384
Data and Artifacts
- 2022
- [d1]Eduardo Santamaría-Vázquez, Víctor Martínez-Cagigal, Roberto Hornero:
GIB-UVa ERP-BCI dataset. IEEE DataPort, 2022
Informal and Other Publications
- 2025
- [i2]Santiago Cepeda, Olga Esteban-Sinovas, Roberto Romero, Vikas Singh, Prakash Shetty, Aliasgar Moiyadi, Ilyess Zemmoura, Giuseppe Roberto Giammalva, Massimiliano Del Bene, Arianna Barbotti, Francesco DiMeco, Timothy R. West, Brian V. Nahed, Ignacio Arrese, Roberto Hornero, Rosario Sarabia:
Real-Time Brain Tumor Detection in Intraoperative Ultrasound Using YOLO11: From Model Training to Deployment in the Operating Room. CoRR abs/2501.15994 (2025) - 2024
- [i1]Santiago Cepeda, Roberto Romero, Daniel García-Pérez, Guillermo Blasco, Luigi Tommaso Luppino, Samuel Kuttner, Ignacio Arrese, Ole Solheim, Live Eikenes, Anna Karlberg, Angel Perez-Nunez, Trinidad Escudero, Roberto Hornero, Rosario Sarabia:
Postoperative glioblastoma segmentation: Development of a fully automated pipeline using deep convolutional neural networks and comparison with currently available models. CoRR abs/2404.11725 (2024)
Coauthor Index
[j92] [j87] [j85] [j78] [j76] [j75] [j73] [j72] [j69] [j68] [j67] [j64] [j63] [j57] [j53] [j52] [j48] [j47] [j43] [j42] [j41] [j40] [j38] [j36] [j34] [j33] [j31] [j26] [j25] [j17] [j16] [j11] [j7] [j5] [j3] [c58] [c55] [c54] [c50] [c47] [c46] [c41] [c40] [c36] [c35] [c29] [c28] [c25] [c24] [c23] [c21] [c17] [c14] [c12] [c11] [c10] [c5] [p3]
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