Roberto Hornero

170 papers C 2Journal 106Unranked 61

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A subject-based association network defines new pediatric sleep apnea phenotypes with different odds of recovery after treatment. Comput. Methods Programs Biomed. Gonzalo C. Gutiérrez-Tobal, Javier Gomez-Pilar, Daniela Ferreira Santos, Pedro Pereira Rodrigues, Daniel Álvarez, Félix del Campo, David Gozal, Roberto Hornero
2026	J	`jnl`	EEG biomarkers of cognitive load: Insights from incremental element encoding in short-term working memory. Biomed. Signal Process. Control. Beatriz Pascual-Roa, Eduardo Santamaría-Vázquez, Diego Marcos-Martínez, Sergio Pérez-Velasco, C. R. Ruiz-Gálvez, Víctor Martínez-Cagigal, Roberto Hornero
2025	J	`jnl`	An explainable deep learning approach for sleep staging in sleep apnea patients across all age subgroups from pulse oximetry signals. Eng. Appl. Artif. Intell. Fernando Vaquerizo-Villar, Gonzalo C. Gutiérrez-Tobal, Daniel Álvarez, Adrián Martín-Montero, David Gozal, Roberto Hornero
2025	J	`jnl`	An explainable deep-learning model reveals clinical clues in diabetic retinopathy through SHAP. Biomed. Signal Process. Control. María Herrero-Tudela, Roberto Romero-Oraá, Roberto Hornero, Gonzalo C. Gutiérrez-Tobal, María Isabel López, María García
2025	J	`jnl`	Beyond the Ground Truth, XGBoost Model Applied to Sleep Spindle Event Detection. IEEE J. Biomed. Health Informatics Enrique Gurdiel, Fernando Vaquerizo-Villar, Javier Gomez-Pilar, Gonzalo C. Gutiérrez-Tobal, Félix del Campo, Roberto Hornero
2025	J	`jnl`	Bridging motor execution and motor imagery BCI paradigms: An inter-task transfer learning approach. Biomed. Signal Process. Control. Sergio Pérez-Velasco, Diego Marcos-Martínez, Eduardo Santamaría-Vázquez, Víctor Martínez-Cagigal, Roberto Hornero
2025	J	`jnl`	Calibration-free Ocular artifact reduction in EEG signals using a montage-independent deep learning model. Biomed. Signal Process. Control. Diego Marcos-Martínez, Sergio Pérez-Velasco, Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Roberto Hornero
2025	J	`jnl`	Development and Validation of an Affordable Wearable Multichannel EEG System With Active Electrodes and Innovative Flexible Headbands. IEEE Access Daniel Antolínez, Ana Cisnal, Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Diego Benavides, Juan Granja, Juan C. Fraile, Roberto Hornero
2025	J	`jnl`	Effect of MAPT gene variations on the brain electrical activity: A multiplex network study. Biomed. Signal Process. Control. Aaron Maturana-Candelas, Roberto Hornero, Jesús Poza, Víctor Rodríguez-González, Víctor Gutiérrez-de Pablo, Nadia Pinto, Miguel A. Rebelo, Carlos Gómez
2025	J	`jnl`	Enhancing user experience in c-VEP-based BCI: Effects of visual stimulus opacity on performance and visual fatigue. Biomed. Signal Process. Control. Ana Martín-Fernández, Víctor Martínez-Cagigal, Selene Moreno-Calderón, Eduardo Santamaría-Vázquez, Roberto Hornero
2025	—	`conf`	Exploring Code-Modulated Visual Evoked Potentials Spellers in Realistic Scenarios. IWANN (2) Ana Martín-Fernández, Víctor Martínez-Cagigal, Selene Moreno-Calderón, Eduardo Santamaría-Vázquez, Beatriz Pascual-Roa, Roberto Hornero
2025	—	`conf`	Exploring the Integration of c-VEP-Based BCI Spellers in Mixed Reality: A Pilot Study. IWANN (2) Selene Moreno-Calderón, Víctor Martínez-Cagigal, Ana Martín-Fernández, Eduardo Santamaría-Vázquez, Beatriz Pascual-Roa, Roberto Hornero
2025	J	`jnl`	Real-Time Brain Tumor Detection in Intraoperative Ultrasound Using YOLO11: From Model Training to Deployment in the Operating Room. CoRR 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
2025	J	`jnl`	Real-time brain tumor detection in intraoperative ultrasound: From model training to deployment in the operating room. Comput. Biol. Medicine 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
2025	J	`jnl`	SleepECG-Net: Explainable Deep Learning Approach With ECG for Pediatric Sleep Apnea Diagnosis. IEEE J. Biomed. Health Informatics Clara García-Vicente, Gonzalo C. Gutiérrez-Tobal, Fernando Vaquerizo-Villar, Adrián Martín-Montero, David Gozal, Roberto Hornero
2024	J	`jnl`	An explainable deep-learning architecture for pediatric sleep apnea identification from overnight airflow and oximetry signals. Biomed. Signal Process. Control. Jorge Jiménez-García, María García, Gonzalo C. Gutiérrez-Tobal, Leila Kheirandish-Gozal, Fernando Vaquerizo-Villar, Daniel Álvarez, Félix del Campo, David Gozal, Roberto Hornero
2024	J	`jnl`	Attention-based deep learning framework for automatic fundus image processing to aid in diabetic retinopathy grading. Comput. Methods Programs Biomed. Roberto Romero-Oraá, María Herrero-Tudela, María I. López, Roberto Hornero, María García
2024	J	`jnl`	Exploring the disruptions of the neurophysiological organization in Alzheimer's disease: An integrative approach. Comput. Methods Programs Biomed. 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
2024	J	`jnl`	Postoperative glioblastoma segmentation: Development of a fully automated pipeline using deep convolutional neural networks and comparison with currently available models. CoRR 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
2024	J	`jnl`	Unraveling motor imagery brain patterns using explainable artificial intelligence based on Shapley values. Comput. Methods Programs Biomed. Sergio Pérez-Velasco, Diego Marcos-Martínez, Eduardo Santamaría-Vázquez, Víctor Martínez-Cagigal, Selene Moreno-Calderón, Roberto Hornero
2024	J	`jnl`	Unveiling the alterations in the frequency-dependent connectivity structure of MEG signals in mild cognitive impairment and Alzheimer's disease. Biomed. Signal Process. Control. Víctor Rodríguez-González, Pablo Núñez, Carlos Gómez, Hideyuki Hoshi, Yoshihito Shigihara, Roberto Hornero, Jesús Poza
2023	—	`conf`	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 Fernando Vaquerizo-Villar, Daniel Álvarez, Gonzalo C. Gutiérrez-Tobal, Félix del Campo, David Gozal, Leila Kheirandish-Gozal, Thomas Penzel, Roberto Hornero
2023	J	`jnl`	An explainable deep-learning model to stage sleep states in children and propose novel EEG-related patterns in sleep apnea. Comput. Biol. Medicine Fernando Vaquerizo-Villar, Gonzalo C. Gutiérrez-Tobal, Eva Calvo, Daniel Álvarez, Leila Kheirandish-Gozal, Félix del Campo, David Gozal, Roberto Hornero
2023	—	`conf`	Assessing the Potential of Brain-Computer Interface Multiplayer Video Games using c-VEPs: A Pilot Study. EMBC Selene Moreno-Calderón, Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Sergio Pérez-Velasco, Diego Marcos-Martínez, Roberto Hornero
2023	—	`conf`	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) Eduardo Santamaría-Vázquez, Víctor Martínez-Cagigal, Roberto Hornero
2023	—	`conf`	Characterization of Cardiopulmonary Coupling in Pediatric Patients with Obstructive Sleep Apnea. CinC 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
2023	J	`jnl`	Connectivity-based Meta-Bands: A new approach for automatic frequency band identification in connectivity analyses. NeuroImage 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
2023	J	`jnl`	ECG-based convolutional neural network in pediatric obstructive sleep apnea diagnosis. Comput. Biol. Medicine Clara García-Vicente, Gonzalo C. Gutiérrez-Tobal, Jorge Jiménez-García, Adrián Martín-Montero, David Gozal, Roberto Hornero
2023	J	`jnl`	Electrical analysis of logical complexity: an exploratory eeg study of logically valid/invalid deducive inference. Brain Informatics Francisco Salto, Carmen Requena, Paula Alvarez-Merino, Víctor Rodríguez, Jesús Poza, Roberto Hornero
2023	J	`jnl`	Gene Co-Expression Networks Offer New Perspectives on Sepsis Pathophysiology. IEEE ACM Trans. Comput. Biol. Bioinform. Pedro Martínez-Paz, Javier Gomez-Pilar, Marta Martín-Fernández, Francisco C. Ceballos, Esther Gómez-Sánchez, Roberto Hornero, Eduardo Tamayo
2023	J	`jnl`	ITACA: An open-source framework for Neurofeedback based on Brain-Computer Interfaces. Comput. Biol. Medicine Diego Marcos-Martínez, Eduardo Santamaría-Vázquez, Víctor Martínez-Cagigal, Sergio Pérez-Velasco, Víctor Rodríguez-González, Ana Martín-Fernández, Selene Moreno-Calderón, Roberto Hornero
2023	J	`jnl`	MEDUSA©: A novel Python-based software ecosystem to accelerate brain-computer interface and cognitive neuroscience research. Comput. Methods Programs Biomed. Eduardo Santamaría-Vázquez, Víctor Martínez-Cagigal, Diego Marcos-Martínez, Víctor Rodríguez-González, Sergio Pérez-Velasco, Selene Moreno-Calderón, Roberto Hornero
2023	J	`jnl`	Non-binary m-sequences for more comfortable brain-computer interfaces based on c-VEPs. Expert Syst. Appl. Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Sergio Pérez-Velasco, Diego Marcos-Martínez, Selene Moreno-Calderón, Roberto Hornero
2023	—	`conf`	Nonparametric Early Stopping Detection for c-VEP-based Brain-Computer Interfaces: A Pilot Study. EMBC Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Sergio Pérez-Velasco, Diego Marcos-Martínez, Selene Moreno-Calderón, Roberto Hornero
2023	J	`jnl`	Pediatric sleep apnea: Characterization of apneic events and sleep stages using heart rate variability. Comput. Biol. Medicine 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
2023	—	`conf`	Toward Early Stopping Detection for Non-binary c-VEP-Based BCIs: A Pilot Study. IWANN (2) Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Roberto Hornero
2022	J	`jnl`	A 2D convolutional neural network to detect sleep apnea in children using airflow and oximetry. Comput. Biol. Medicine Jorge Jiménez-García, María García, Gonzalo C. Gutiérrez-Tobal, Leila Kheirandish-Gozal, Fernando Vaquerizo-Villar, Daniel Álvarez, Félix del Campo, David Gozal, Roberto Hornero
2022	J	`jnl`	Brain-computer interface channel selection optimization using meta-heuristics and evolutionary algorithms. Appl. Soft Comput. Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Roberto Hornero
2022	J	`jnl`	Robust asynchronous control of ERP-Based brain-Computer interfaces using deep learning. Comput. Methods Programs Biomed. Eduardo Santamaría-Vázquez, Víctor Martínez-Cagigal, Sergio Pérez-Velasco, Diego Marcos-Martínez, Roberto Hornero
2022	—	`conf`	Slow EEG Oscillation to Characterize Pediatric Sleep Apnea and Associated Cognitive Impairments. EMBC Gonzalo C. Gutiérrez-Tobal, Javier Gomez-Pilar, Leila Kheirandish-Gozal, Adrián Martín-Montero, Jesús Poza, Daniel Álvarez, Félix del Campo, David Gozal, Roberto Hornero
2021	J	`jnl`	A Convolutional Neural Network Architecture to Enhance Oximetry Ability to Diagnose Pediatric Obstructive Sleep Apnea. IEEE J. Biomed. Health Informatics 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
2021	J	`jnl`	Abnormal meta-state activation of dynamic brain networks across the Alzheimer spectrum. NeuroImage Pablo Núñez, Jesús Poza, Carlos Gómez, Víctor Rodríguez-González, Arjan Hillebrand, Prejaas Tewarie, Miguel Ángel Tola-Arribas, Mónica Cano, Roberto Hornero
2021	—	`conf`	Automatic Sleep Staging in Children with Sleep Apnea using Photoplethysmography and Convolutional Neural Networks. EMBC 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
2021	J	`jnl`	Bispectral Analysis of Heart Rate Variability to Characterize and Help Diagnose Pediatric Sleep Apnea. Entropy Adrián Martín-Montero, Gonzalo C. Gutiérrez-Tobal, David Gozal, Verónica Barroso-García, Daniel Álvarez, Félix del Campo, Leila Kheirandish-Gozal, Roberto Hornero
2021	J	`jnl`	Bispectral analysis of overnight airflow to improve the pediatric sleep apnea diagnosis. Comput. Biol. Medicine Verónica Barroso-García, Gonzalo C. Gutiérrez-Tobal, Leila Kheirandish-Gozal, Fernando Vaquerizo-Villar, Daniel Álvarez, Félix del Campo, David Gozal, Roberto Hornero
2021	—	`conf`	Effect of segment length, sampling frequency, and imaging modality on the estimation of measures of brain meta-state activation: an MEG/EEG study. EMBC Pablo Núñez, Víctor Rodríguez-González, Víctor Gutiérrez-de Pablo, Carlos Gómez, Yoshihito Shigihara, Hideyuki Hoshi, Roberto Hornero, Jesús Poza
2021	J	`jnl`	Ensemble-learning regression to estimate sleep apnea severity using at-home oximetry in adults. Appl. Soft Comput. Gonzalo C. Gutiérrez-Tobal, Daniel Álvarez, Fernando Vaquerizo-Villar, Andrea Crespo, Leila Kheirandish-Gozal, David Gozal, Félix del Campo, Roberto Hornero
2021	J	`jnl`	Erratum: Martín-Montero et al. Bispectral Analysis of Heart Rate Variability to Characterize and Help Diagnose Pediatric Sleep Apnea. Entropy 2021, 23, 1016. Entropy Adrián Martín-Montero, Gonzalo C. Gutiérrez-Tobal, David Gozal, Verónica Barroso-García, Daniel Álvarez, Félix del Campo, Leila Kheirandish-Gozal, Roberto Hornero
2021	J	`jnl`	Exploring the Alterations in the Distribution of Neural Network Weights in Dementia Due to Alzheimer's Disease. Entropy Marcos Revilla-Vallejo, Jesús Poza, Javier Gomez-Pilar, Roberto Hornero, Miguel Ángel Tola-Arribas, Mónica Cano, Carlos Gómez
2021	—	`conf`	High Frequential Resolution Networks: Considerations on a New Functional Brain Connectivity Framework. EMBC Víctor Rodríguez-González, Víctor Gutiérrez-de Pablo, Carlos Gómez, Yoshihito Shigihara, Hideyuki Hoshi, Roberto Hornero, Miguel Ángel Tola-Arribas, Mónica Cano, Jesús Poza
2021	J	`jnl`	Neurofeedback Training Based on Motor Imagery Strategies Increases EEG Complexity in Elderly Population. Entropy Diego Marcos-Martínez, Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Sergio Pérez-Velasco, Roberto Hornero
2021	J	`jnl`	Wavelet Analysis of Overnight Airflow to Detect Obstructive Sleep Apnea in Children. Sensors Verónica Barroso-García, Gonzalo C. Gutiérrez-Tobal, David Gozal, Fernando Vaquerizo-Villar, Daniel Álvarez, Félix del Campo, Leila Kheirandish-Gozal, Roberto Hornero
2020	J	`jnl`	A robust method for the automatic location of the optic disc and the fovea in fundus images. Comput. Methods Programs Biomed. Roberto Romero-Oraá, María García, Javier Oraá-Pérez, María Isabel López, Roberto Hornero
2020	J	`jnl`	Assessment of Airflow and Oximetry Signals to Detect Pediatric Sleep Apnea-Hypopnea Syndrome Using AdaBoost. Entropy Jorge Jiménez-García, Gonzalo C. Gutiérrez-Tobal, María García, Leila Kheirandish-Gozal, Adrián Martín-Montero, Daniel Álvarez, Félix del Campo, David Gozal, Roberto Hornero
2020	J	`jnl`	Assessment of Nocturnal Autonomic Cardiac Imbalance in Positional Obstructive Sleep Apnea. A Multiscale Nonlinear Approach. Entropy 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
2020	—	`conf`	Automatic Assessment of Pediatric Sleep Apnea Severity Using Overnight Oximetry and Convolutional Neural Networks. EMBC Fernando Vaquerizo-Villar, Daniel Álvarez, Leila Kheirandish-Gozal, Gonzalo C. Gutiérrez-Tobal, Javier Gomez-Pilar, Andrea Crespo, Félix del Campo, David Gozal, Roberto Hornero
2020	J	`jnl`	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 Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Roberto Hornero
2020	J	`jnl`	Effective Fundus Image Decomposition for the Detection of Red Lesions and Hard Exudates to Aid in the Diagnosis of Diabetic Retinopathy. Sensors Roberto Romero-Oraá, María García, Javier Oraá-Pérez, María Isabel López Gálvez, Roberto Hornero
2020	J	`jnl`	Inter-band Bispectral Analysis of EEG Background Activity to Characterize Alzheimer's Disease Continuum. Frontiers Comput. Neurosci. Aaron Maturana-Candelas, Carlos Gómez, Jesús Poza, Saúl J. Ruiz-Gómez, Roberto Hornero
2020	—	`conf`	Intraindividual Characterization of the Sleep Spindle Variability in Healthy Subjects. EMBC Javier Gomez-Pilar, Georg Northoff, Fernando Vaquerizo-Villar, Jesús Poza, Gonzalo C. Gutiérrez-Tobal, Roberto Hornero
2020	—	`conf`	Non-linear online low-frequency EEG decoding of arm movements during a pursuit tracking task. EMBC Víctor Martínez-Cagigal, Reinmar J. Kobler, Valeria Mondini, Roberto Hornero, Gernot R. Müller-Putz
2020	J	`jnl`	Relationship between the Presence of the ApoE ε4 Allele and EEG Complexity along the Alzheimer's Disease Continuum. Sensors Víctor Gutiérrez-de Pablo, Carlos Gómez, Jesús Poza, Aaron Maturana-Candelas, Sandra Martins, Iva Gomes, Alexandra M. Lopes, Nadia Pinto, Roberto Hornero
2020	J	`jnl`	Usefulness of recurrence plots from airflow recordings to aid in paediatric sleep apnoea diagnosis. Comput. Methods Programs Biomed. Verónica Barroso-García, Gonzalo C. Gutiérrez-Tobal, Leila Kheirandish-Gozal, Daniel Álvarez, Fernando Vaquerizo-Villar, Pablo Núñez, Félix del Campo, David Gozal, Roberto Hornero
2020	—	`conf`	Volume Conduction Effects on Connectivity Metrics: Application of Network Parameters to Characterize Alzheimer's Disease Continuum. EMBC Saúl J. Ruiz-Gómez, Carlos Gómez, Jesús Poza, Marcos Revilla-Vallejo, Víctor Gutiérrez-de Pablo, Víctor Rodríguez-González, Aaron Maturana-Candelas, Roberto Hornero
2019	—	`conf`	Analysis of Volume Conduction Effects on Different Functional Connectivity Metrics: Application to Alzheimer's Disease EEG Signals. EMBC Saúl J. Ruiz-Gómez, Carlos Gómez, Jesús Poza, Aaron Maturana-Candelas, Víctor Rodríguez-González, María García, Miguel Ángel Tola-Arribas, Mónica Cano, Roberto Hornero
2019	J	`jnl`	Asynchronous Control of P300-Based Brain-Computer Interfaces Using Sample Entropy. Entropy Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Roberto Hornero
2019	—	`conf`	Characterization of EEG Resting-state Activity in Alzheimer's Disease by Means of Recurrence Plot Analyses. EMBC Pablo Núñez, Jesús Poza, Carlos Gómez, Verónica Barroso-García, Saúl J. Ruiz-Gómez, Aaron Maturana-Candelas, Miguel Ángel Tola-Arribas, Mónica Cano, Roberto Hornero
2019	J	`jnl`	Combination of Global Features for the Automatic Quality Assessment of Retinal Images. Entropy Jorge Jiménez-García, Roberto Romero-Oraá, María García, María Isabel López Gálvez, Roberto Hornero
2019	—	`conf`	Convolutional Neural Networks to Detect Pediatric Apnea-Hypopnea Events from Oximetry. EMBC Fernando Vaquerizo-Villar, Daniel Álvarez, Leila Kheirandish-Gozal, Gonzalo C. Gutiérrez-Tobal, Verónica Barroso-García, Félix del Campo, David Gozal, Roberto Hornero
2019	J	`jnl`	EEG Characterization of the Alzheimer's Disease Continuum by Means of Multiscale Entropies. Entropy Aaron Maturana-Candelas, Carlos Gómez, Jesús Poza, Nadia Pinto, Roberto Hornero
2019	J	`jnl`	Entropy Rate Superpixel Classification for Automatic Red Lesion Detection in Fundus Images. Entropy Roberto Romero-Oraá, Jorge Jiménez-García, María García, María Isabel López Gálvez, Javier Oraá-Pérez, Roberto Hornero
2019	J	`jnl`	Evaluation of Machine-Learning Approaches to Estimate Sleep Apnea Severity From At-Home Oximetry Recordings. IEEE J. Biomed. Health Informatics Gonzalo C. Gutiérrez-Tobal, Daniel Álvarez, Andrea Crespo, Félix del Campo, Roberto Hornero
2019	J	`jnl`	Influence of Chronic Obstructive Pulmonary Disease and Moderate-To-Severe Sleep Apnoea in Overnight Cardiac Autonomic Modulation: Time, Frequency and Non-Linear Analyses. Entropy Daniel Álvarez, Ana Sánchez-Fernández, Ana M. Andrés-Blanco, Gonzalo C. Gutiérrez-Tobal, Fernando Vaquerizo-Villar, Verónica Barroso-García, Roberto Hornero, Félix del Campo
2019	—	`conf`	Towards Automatic Artifact Rejection in Resting-State MEG Recordings: Evaluating the Performance of the SOUND Algorithm. EMBC Víctor Rodríguez-González, Jesús Poza, Pablo Núñez, Carlos Gómez, María García, Yoshihito Shigihara, Hideyuki Hoshi, Eduardo Santamaría-Vázquez, Roberto Hornero
2019	J	`jnl`	Towards an accessible use of smartphone-based social networks through brain-computer interfaces. Expert Syst. Appl. Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Javier Gomez-Pilar, Roberto Hornero
2019	—	`conf`	Usefulness of Spectral Analysis of Respiratory Rate Variability to Help in Pediatric Sleep Apnea-Hypopnea Syndrome Diagnosis. EMBC Verónica Barroso-García, Gonzalo C. Gutiérrez-Tobal, Leila Kheirandish-Gozal, Daniel Álvarez, Fernando Vaquerizo-Villar, Félix del Campo, David Gozal, Roberto Hornero
2018	—	`conf`	Assessment of EEG Connectivity Patterns in Mild Cognitive Impairment Using Phase Slope Index. EMBC Carlos Gómez, Saúl J. Ruiz-Gómez, Jesús Poza, Aaron Maturana-Candelas, Pablo Núñez, Nadia Pinto, Miguel Ángel Tola-Arribas, Mónica Cano, Roberto Hornero
2018	J	`jnl`	Automated Multiclass Classification of Spontaneous EEG Activity in Alzheimer's Disease and Mild Cognitive Impairment. Entropy Saúl J. Ruiz-Gómez, Carlos Gómez, Jesús Poza, Gonzalo C. Gutiérrez-Tobal, Miguel Ángel Tola-Arribas, Mónica Cano, Roberto Hornero
2018	—	`conf`	Bispectral Analysis to Enhance Oximetry as a Simplified Alternative for Pediatric Sleep Apnea Diagnosis. EMBC Gonzalo C. Gutiérrez-Tobal, Leila Kheirandish-Gozal, Fernando Vaquerizo-Villar, Daniel Álvarez, Verónica Barroso-García, Andrea Crespo, Félix del Campo, David Gozal, Roberto Hornero
2018	—	`conf`	Controlling a Smartphone with Brain-Computer Interfaces: A Preliminary Study. AMDO Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Roberto Hornero
2018	—	`conf`	Improving the Diagnostic Ability of Oximetry Recordings in Pediatric Sleep Apnea-Hypopnea Syndrome by Means of Multi-Class AdaBoost. EMBC Fernando Vaquerizo-Villar, Daniel Álvarez, Leila Kheirandish-Gozal, Gonzalo C. Gutiérrez-Tobal, Verónica Barroso-García, Andrea Crespo, Félix del Campo, David Gozal, Roberto Hornero
2018	J	`jnl`	Measuring Alterations of Spontaneous EEG Neural Coupling in Alzheimer's Disease and Mild Cognitive Impairment by Means of Cross-Entropy Metrics. Frontiers Neuroinformatics Saúl J. Ruiz-Gómez, Carlos Gómez, Jesús Poza, Mario Martínez-Zarzuela, Miguel Ángel Tola-Arribas, Mónica Cano, Roberto Hornero
2018	J	`jnl`	Quantification of Graph Complexity Based on the Edge Weight Distribution Balance: Application to Brain Networks. Int. J. Neural Syst. Javier Gomez-Pilar, Jesús Poza, Alejandro Bachiller, Carlos Gómez, Pablo Núñez, Alba Lubeiro, Vicente Molina, Roberto Hornero
2018	J	`jnl`	Utility of bispectrum in the screening of pediatric sleep apnea-hypopnea syndrome using oximetry recordings. Comput. Methods Programs Biomed. Fernando Vaquerizo-Villar, Daniel Álvarez, Leila Kheirandish-Gozal, Gonzalo C. Gutiérrez-Tobal, Verónica Barroso-García, Andrea Crespo, Félix del Campo, David Gozal, Roberto Hornero
2017	—	`conf`	A Bayesian neural network approach to compare the spectral information from nasal pressure and thermistor airflow in the automatic sleep apnea severity estimation. EMBC Gonzalo C. Gutiérrez-Tobal, Julio de Frutos, Daniel Álvarez, Fernando Vaquerizo-Villar, Verónica Barroso-García, Andrea Crespo, Félix del Campo, Roberto Hornero
2017	—	`conf`	A Binary Bees Algorithm for P300-Based Brain-Computer Interfaces Channel Selection. IWANN (2) Víctor Martínez-Cagigal, Roberto Hornero
2017	—	`conf`	Bispectral analysis of spontaneous EEG activity from patients with moderate dementia due to Alzheimer's disease. EMBC Carlos Gómez, Fernando Vaquerizo-Villar, Jesús Poza, Saúl J. Ruiz-Gómez, Miguel Ángel Tola-Arribas, Mónica Cano, Roberto Hornero
2017	J	`jnl`	Irregularity and Variability Analysis of Airflow Recordings to Facilitate the Diagnosis of Paediatric Sleep Apnoea-Hypopnoea Syndrome. Entropy Verónica Barroso-García, Gonzalo C. Gutiérrez-Tobal, Leila Kheirandish-Gozal, Daniel Álvarez, Fernando Vaquerizo-Villar, Andrea Crespo, Félix del Campo, David Gozal, Roberto Hornero
2017	J	`jnl`	Multiscale Entropy Analysis of Unattended Oximetric Recordings to Assist in the Screening of Paediatric Sleep Apnoea at Home. Entropy 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
2017	—	`conf`	Phase-amplitude coupling analysis of spontaneous EEG activity in Alzheimer's disease. EMBC Jesús Poza, Alejandro Bachiller, Carlos Gómez, María García, Pablo Núñez, Javier Gomez-Pilar, Miguel Ángel Tola-Arribas, Mónica Cano, Roberto Hornero
2017	—	`conf`	Usefulness of discrete wavelet transform in the analysis of oximetry signals to assist in childhood sleep apnea-hypopnea syndrome diagnosis. EMBC Fernando Vaquerizo-Villar, Daniel Álvarez, Gonzalo C. Gutiérrez-Tobal, Verónica Barroso-García, Leila Kheirandish-Gozal, Andrea Crespo, Félix del Campo, David Gozal, Roberto Hornero
2016	—	`conf`	Analysis of magnetoencephalography signals from Alzheimer's disease patients using granger causality. EMBC Celia Juan-Cruz, Carlos Gómez, Jesús Poza, Alberto Fernández, Roberto Hornero
2016	—	`conf`	Analysis of spontaneous EEG activity in Alzheimer's disease using cross-sample entropy and graph theory. EMBC Carlos Gómez, Jesús Poza, Javier Gomez-Pilar, Alejandro Bachiller, Celia Juan-Cruz, Miguel Ángel Tola-Arribas, Alicia Carreres, Mónica Cano, Roberto Hornero
2016	—	`conf`	Analysis of the non-stationarity of neural activity during an auditory oddball task in schizophrenia. EMBC Pablo Núñez, Jesús Poza, Javier Gomez-Pilar, Alejandro Bachiller, Carlos Gómez, Alba Lubeiro, Vicente Molina, Roberto Hornero
2016	J	`jnl`	Characterization of EEG patterns in brain-injured subjects and controls after a Snoezelen Comput. Methods Programs Biomed. Carlos Gómez, Jesús Poza, María T. Gutiérrez, Esther Prada, Nuria Mendoza, Roberto Hornero
2016	J	`jnl`	Effect of infusion tests on the dynamical properties of intracranial pressure in hydrocephalus. Comput. Methods Programs Biomed. María García, Jesús Poza, Alejandro Bachiller, David Santamarta, Roberto Hornero
2016	J	`jnl`	MEG Analysis of Neural Interactions in Attention-Deficit/Hyperactivity Disorder. Comput. Intell. Neurosci. Amine Khadmaoui, Carlos Gómez, Jesús Poza, Alejandro Bachiller, Alberto Fernández, Javier Quintero, Roberto Hornero
2016	J	`jnl`	Neurofeedback training with a motor imagery-based BCI: neurocognitive improvements and EEG changes in the elderly. Medical Biol. Eng. Comput. Javier Gomez-Pilar, Rebeca Corralejo, Luis F. Nicolás-Alonso, Daniel Álvarez, Roberto Hornero
2016	—	`conf`	Novel measure of the weigh distribution balance on the brain network: Graph complexity applied to schizophrenia. EMBC Javier Gomez-Pilar, Jesús Poza, Alejandro Bachiller, Pablo Núñez, Carlos Gómez, Alba Lubeiro, Vicente Molina, Roberto Hornero
2016	J	`jnl`	Utility of AdaBoost to Detect Sleep Apnea-Hypopnea Syndrome From Single-Channel Airflow. IEEE Trans. Biomed. Eng. Gonzalo C. Gutiérrez-Tobal, Daniel Álvarez, Félix del Campo, Roberto Hornero
2015	J	`jnl`	Adaptive semi-supervised classification to reduce intersession non-stationarity in multiclass motor imagery-based brain-computer interfaces. Neurocomputing Luis F. Nicolás-Alonso, Rebeca Corralejo, Javier Gomez-Pilar, Daniel Álvarez, Roberto Hornero
2015	—	`conf`	Analysis and classification of oximetry recordings to predict obstructive sleep apnea severity in children. EMBC Gonzalo C. Gutiérrez-Tobal, Leila Kheirandish-Gozal, Daniel Álvarez, Andrea Crespo, Mona F. Philby, Meelad Mohammadi, Félix del Campo, David Gozal, Roberto Hornero
2015	J	`jnl`	Assessment of Time and Frequency Domain Entropies to Detect Sleep Apnoea in Heart Rate Variability Recordings from Men and Women. Entropy Gonzalo C. Gutiérrez-Tobal, Daniel Álvarez, Javier Gomez-Pilar, Félix del Campo, Roberto Hornero
2015	—	`conf`	Automated analysis of nocturnal oximetry as screening tool for childhood obstructive sleep apnea-hypopnea syndrome. EMBC Daniel Álvarez, Leila Kheirandish-Gozal, Gonzalo C. Gutiérrez-Tobal, Andrea Crespo, Mona F. Philby, Meelad Mohammadi, Félix del Campo, David Gozal, Roberto Hornero
2015	J	`jnl`	Diagnosis of pediatric obstructive sleep apnea: Preliminary findings using automatic analysis of airflow and oximetry recordings obtained at patients' home. Biomed. Signal Process. Control. Gonzalo C. Gutiérrez-Tobal, María Luz Alonso Álvarez, Daniel Álvarez, Félix del Campo, Joaquín Terán-Santos, Roberto Hornero
2015	J	`jnl`	Neural Network Reorganization Analysis During an Auditory Oddball Task in Schizophrenia Using Wavelet Entropy. Entropy Javier Gomez-Pilar, Jesús Poza, Alejandro Bachiller, Carlos Gómez, Vicente Molina, Roberto Hornero
2015	—	`ch.`	Neurofeedback Training with a Motor Imagery-Based BCI Improves Neurocognitive Functions in Elderly People. Brain-Computer Interface Research (4) Javier Gomez-Pilar, Rebeca Corralejo, Daniel Álvarez, Roberto Hornero
2014	J	`jnl`	A P300-based brain-computer interface aimed at operating electronic devices at home for severely disabled people. Medical Biol. Eng. Comput. Rebeca Corralejo, Luis F. Nicolás-Alonso, Daniel Álvarez, Roberto Hornero
2014	—	`conf`	Analysis of magnetoencephalography recordings from Alzheimer's disease patients using embedding entropies. EMBC Carlos Gómez, Jesús Poza, Jesus Monge, Alberto Fernández, Roberto Hornero
2014	—	`conf`	Analysis of spontaneous MEG activity in mild cognitive impairment and Alzheimer's disease using Jensen's divergence. EMBC Jesús Poza, Carlos Gómez, María García, Alejandro Bachiller, Alberto Fernández, Roberto Hornero
2014	—	`conf`	Assessment of neurofeedback training by means of motor imagery based-BCI for cognitive rehabilitation. EMBC Javier Gomez-Pilar, Rebeca Corralejo, Luis F. Nicolás-Alonso, Daniel Álvarez, Roberto Hornero
2014	—	`conf`	Exploring the spectral information of airflow recordings to help in pediatric Obstructive Sleep Apnea-Hypopnea Syndrome diagnosis. EMBC Gonzalo C. Gutiérrez-Tobal, Daniel Álvarez, María Luz Alonso Álvarez, Joaquín Terán-Santos, Félix del Campo, Roberto Hornero
2014	J	`jnl`	Reduced predictable information in brain signals in autism spectrum disorder. Frontiers Neuroinformatics Carlos Gómez, Joseph Troy Lizier, Michael Schaum, Patricia Wollstadt, Christine Grützner, Peter Uhlhaas, Christine M. Freitag, Sabine Schlitt, Sven Bölte, Roberto Hornero, Michael Wibral
2014	—	`conf`	Statistical and nonlinear analysis of oximetry from respiratory polygraphy to assist in the diagnosis of Sleep Apnea in children. EMBC Daniel Álvarez, Gonzalo C. Gutiérrez-Tobal, Maria L. Alonso, Joaquín Terán-Santos, Félix del Campo, Roberto Hornero
2013	—	`conf`	Analysis of intracranial pressure signals recorded during infusion studies using the spectral entropy. EMBC María García, Jesús Poza, Daniel E. Abásolo, David Santamarta, Roberto Hornero
2013	J	`jnl`	Assessment of Feature Selection and Classification Approaches to Enhance Information from overnight oximetry in the Context of Apnea Diagnosis. Int. J. Neural Syst. Daniel Álvarez, Roberto Hornero, J. Víctor Marcos, Niels Wessel, Thomas Penzel, Martin Glos, Félix del Campo
2013	—	`conf`	Assessment of spectral bands of interest in airflow signal to assist in sleep apnea-hypopnea syndrome diagnosis. EMBC Gonzalo C. Gutiérrez-Tobal, Daniel Álvarez, Javier Gomez-Pilar, Félix del Campo, Roberto Hornero
2013	—	`conf`	Characterization of the spontaneous electroencephalographic activity in Alzheimer's disease using disequilibria and graph theory. EMBC Jesús Poza, María García, Carlos Gómez, Alejandro Bachiller, Alicia Carreres, Roberto Hornero
2013	—	`conf`	Comparison of logistic regression and neural network classifiers in the detection of hard exudates in retinal images. EMBC María García, Carmen Valverde, María Isabel López, Jesús Poza, Roberto Hornero
2013	J	`jnl`	Cross-Approximate Entropy parallel computation on GPUs for biomedical signal analysis. Application to MEG recordings. Comput. Methods Programs Biomed. Mario Martínez-Zarzuela, Carlos Gómez, Francisco Javier Díaz Pernas, Alberto Fernández, Roberto Hornero
2013	—	`conf`	Entropy analysis of MEG background activity in Attention-Deficit/Hyperactivity Disorder. EMBC Carlos Gómez, Jesús Poza, Alberto Fernández, Alejandro Bachiller, Javier Gomez, Roberto Hornero
2013	J	`jnl`	Pattern recognition in airflow recordings to assist in the sleep apnoea-hypopnoea syndrome diagnosis. Medical Biol. Eng. Comput. Gonzalo C. Gutiérrez-Tobal, Daniel Álvarez, J. Víctor Marcos, Félix del Campo, Roberto Hornero
2012	C	`conf`	Analysis of Spontaneous MEG Activity in Mild Cognitive Impairment using the Wavelet Turbulence. IJCCI Jesús Poza, Carlos Gómez, María García, Alberto Fernández, Roberto Hornero
2012	—	`conf`	Apnea-hypopnea index estimation from spectral analysis of airflow recordings. EMBC Gonzalo C. Gutiérrez-Tobal, Roberto Hornero, Daniel Álvarez, J. Víctor Marcos, Carlos Gómez, Félix del Campo
2012	J	`jnl`	Automated Prediction of the Apnea-Hypopnea Index from Nocturnal Oximetry Recordings. IEEE Trans. Biomed. Eng. J. Víctor Marcos, Roberto Hornero, Daniel Álvarez, Mateo Aboy, Félix del Campo
2012	J	`jnl`	Performance Evaluation of a Web-Based System to Exchange Electronic Health Records Using Queueing Model (M/M/1). J. Medical Syst. 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
2012	—	`conf`	Synchrony analysis of spontaneous MEG activity in Alzheimer's disease patients. EMBC Carlos Gómez, Mario Martínez-Zarzuela, Jesús Poza, Francisco Javier Díaz Pernas, Alberto Fernández, Roberto Hornero
2011	—	`conf`	A Domotic Control System Using Brain-Computer Interface (BCI). IWANN (1) Rebeca Corralejo, Roberto Hornero, Daniel Álvarez
2011	—	`conf`	Analysis of nocturnal oxygen saturation recordings using kernel entropy to assist in sleep apnea-hypopnea diagnosis. EMBC J. Víctor Marcos, Roberto Hornero, Ian T. Nabney, Daniel Álvarez, Félix del Campo
2011	J	`jnl`	Choosing the Most Efficient Database for a Web-Based System to Store and Exchange Ophthalmologic Health Records. J. Medical Syst. 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
2011	—	`conf`	Feature selection using a genetic algorithm in a motor imagery-based Brain Computer Interface. EMBC Rebeca Corralejo, Roberto Hornero, Daniel Álvarez
2011	C	`conf`	Prospective evaluation of logistic regression models from overnight oximetry to assist in sleep apnea diagnosis. ISDA Daniel Álvarez, Roberto Hornero, J. Víctor Marcos, Thomas Penzel, Félix del Campo, Niels Wessel
2011	—	`conf`	Regularity analysis of spontaneous MEG activity in Attention-Deficit/Hyperactivity Disorder. EMBC Carlos Gómez, Jesús Poza, María García, Alberto Fernández, Roberto Hornero
2011	J	`jnl`	The correlation between white-matter microstructure and the complexity of spontaneous brain activity: A difussion tensor imaging-MEG study. NeuroImage Alberto Fernández, Marcos Ríos-Lago, Daniel E. Abásolo, Roberto Hornero, Juan Alvarez-Linera, Nuria Paul, Fernando Maestú, Tomás Ortiz
2010	J	`jnl`	Automated detection of obstructive sleep apnoea syndrome from oxygen saturation recordings using linear discriminant analysis. Medical Biol. Eng. Comput. J. Víctor Marcos, Roberto Hornero, Daniel Álvarez, Félix del Campo, Mateo Aboy
2010	J	`jnl`	Multivariate Analysis of Blood Oxygen Saturation Recordings in Obstructive Sleep Apnea Diagnosis. IEEE Trans. Biomed. Eng. Daniel Álvarez, Roberto Hornero, J. Víctor Marcos, Félix del Campo
2010	J	`jnl`	Optimal parameters study for sample entropy-based atrial fibrillation organization analysis. Comput. Methods Programs Biomed. Raúl Alcaraz, Daniel E. Abásolo, Roberto Hornero, José Joaquín Rieta
2010	J	`jnl`	Retinopathy Online Challenge: Automatic Detection of Microaneurysms in Digital Color Fundus Photographs. IEEE Trans. Medical Imaging 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
2009	J	`jnl`	Approximate Entropy of EEG Background Activity in Alzheimer's Disease Patients. Intell. Autom. Soft Comput. Daniel E. Abásolo, Roberto Hornero, Pedro Espino
2009	J	`jnl`	Disturbed Beta Band Functional Connectivity in Patients With Mild Cognitive Impairment: An MEG Study. IEEE Trans. Biomed. Eng. Carlos Gómez, Cornelis J. Stam, Roberto Hornero, Alberto Fernández, Fernando Maestú
2009	—	`conf`	Mixture model-based clustering and logistic regression for automatic detection of microaneurysms in retinal images. Computer-Aided Diagnosis Clara I. Sánchez, Roberto Hornero, Agustín Mayo, María García
2009	J	`jnl`	Neural network based detection of hard exudates in retinal images. Comput. Methods Programs Biomed. María García, Clara I. Sánchez, María Isabel López, Daniel E. Abásolo, Roberto Hornero
2009	—	`conf`	Ophthalmologic Electronic Health Records System using HL7/CDA and DICOM - TeleOftalWeb. HEALTHINF Isabel de la Torre Díez, Roberto Hornero, Miguel Maldonado López, María Isabel López
2009	J	`jnl`	Retinal image analysis based on mixture models to detect hard exudates. Medical Image Anal. Clara I. Sánchez, María García, Agustín Mayo, María Isabel López, Roberto Hornero
2008	J	`jnl`	A Study on the Possible Usefulness of Detrended Fluctuation Analysis of the Electroencephalogram Background Activity in Alzheimer's Disease. IEEE Trans. Biomed. Eng. Daniel E. Abásolo, Roberto Hornero, Javier Escudero, Pedro Espino
2008	J	`jnl`	Approximate entropy and auto mutual information analysis of the electroencephalogram in Alzheimer's disease patients. Medical Biol. Eng. Comput. Daniel E. Abásolo, Javier Escudero, Roberto Hornero, Carlos Gómez, Pedro Espino
2008	J	`jnl`	Assessment of classification improvement in patients with Alzheimer's disease based on magnetoencephalogram blind source separation. Artif. Intell. Medicine Javier Escudero, Roberto Hornero, Jesús Poza, Daniel E. Abásolo, Alberto Fernández
2008	J	`jnl`	Complexity Analysis of Arterial Pressure During Periods of Abrupt Hemodynamic Changes. IEEE Trans. Biomed. Eng. Roberto Hornero, Mateo Aboy, Carlos Gómez, Daniel S. Hagg, Charles R. Phillips
2008	J	`jnl`	Evaluation of spectral ratio measures from spontaneous MEG recordings in patients with Alzheimer's disease. Comput. Methods Programs Biomed. Jesús Poza, Roberto Hornero, Daniel E. Abásolo, Alberto Fernández, Agustín Mayo
2008	J	`jnl`	Radial basis function classifiers to help in the diagnosis of the obstructive sleep apnoea syndrome from nocturnal oximetry. Medical Biol. Eng. Comput. J. Víctor Marcos, Roberto Hornero, Daniel Álvarez, Félix del Campo, Miguel Maldonado López, Carlos Zamarrón
2008	J	`jnl`	Spectral and Nonlinear Analyses of MEG Background Activity in Patients With Alzheimer's Disease. IEEE Trans. Biomed. Eng. Roberto Hornero, Javier Escudero, Alberto Fernández, Jesús Poza, Carlos Gómez
2008	J	`jnl`	Utility of multilayer perceptron neural network classifiers in the diagnosis of the obstructive sleep apnoea syndrome from nocturnal oximetry. Comput. Methods Programs Biomed. J. Víctor Marcos, Roberto Hornero, Daniel Álvarez, Félix del Campo, Carlos Zamarrón, Miguel Maldonado López
2007	J	`jnl`	Analysis of intracranial pressure during acute intracranial hypertension using Lempel-Ziv complexity: further evidence. Medical Biol. Eng. Comput. Roberto Hornero, Mateo Aboy, Daniel E. Abásolo
2007	J	`jnl`	Analysis of the magnetoencephalogram background activity in Alzheimer's disease patients with auto-mutual information. Comput. Methods Programs Biomed. Carlos Gómez, Roberto Hornero, Daniel E. Abásolo, Alberto Fernández, Javier Escudero
2007	J	`jnl`	Artifact Removal in Magnetoencephalogram Background Activity With Independent Component Analysis. IEEE Trans. Biomed. Eng. Javier Escudero, Roberto Hornero, Daniel E. Abásolo, Alberto Fernández, Miguel López Coronado
2007	J	`jnl`	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 Daniel Álvarez, Roberto Hornero, María García, Félix del Campo, Carlos Zamarrón
2007	J	`jnl`	Predicting survival in critical patients by use of body temperature regularity measurement based on approximate entropy. Medical Biol. Eng. Comput. David Cuesta, Manuel Varela, Pau Miró, P. Galdós, Daniel E. Abásolo, Roberto Hornero, Mateo Aboy
2007	J	`jnl`	Utility of Approximate Entropy From Overnight Pulse Oximetry Data in the Diagnosis of the Obstructive Sleep Apnea Syndrome. IEEE Trans. Biomed. Eng. Roberto Hornero, Daniel Álvarez, Daniel E. Abásolo, Félix del Campo, Carlos Zamarrón
2006	—	`conf`	Automatic Image Processing Algorithm to Detect Hard Exudates based on Mixture Models. EMBC Clara I. Sánchez, Agustín Mayo, María García, María Isabel López, Roberto Hornero
2006	—	`conf`	Cross Approximate Entropy Analysis of Nocturnal Oximetry Signals in the Diagnosis of the Obstructive Sleep Apnea Syndrome. EMBC Daniel Álvarez, Roberto Hornero, María García, Félix del Campo, Carlos Zamarrón, Miguel López Coronado
2006	J	`jnl`	Interpretation of the Lempel-Ziv Complexity Measure in the Context of Biomedical Signal Analysis. IEEE Trans. Biomed. Eng. Mateo Aboy, Roberto Hornero, Daniel E. Abásolo, Daniel Álvarez
2006	—	`conf`	Magnetoencephalogram background activity analysis in Alzheimer's disease patients using auto mutual information. EMBC Carlos Gómez, Roberto Hornero, Alberto Fernández, Daniel E. Abásolo, Javier Escudero, Miguel López Coronado
2006	J	`jnl`	Oxygen saturation regularity analysis in the diagnosis of obstructive sleep apnea. Artif. Intell. Medicine Félix del Campo, Roberto Hornero, Carlos Zamarrón, Daniel E. Abásolo, Daniel Álvarez
2006	—	`conf`	Rejection of artifact sources in magnetoencephalogram background activity using independent component analysis. EMBC Javier Escudero, Roberto Hornero, Daniel E. Abásolo, Jesús Poza, Alberto Fernández, Miguel López Coronado
2006	J	`jnl`	Variability, regularity, and complexity of time series generated by schizophrenic patients and control subjects. IEEE Trans. Biomed. Eng. Roberto Hornero, Daniel E. Abásolo, Natalia Jimeno, Clara I. Sánchez, Jesús Poza, Mateo Aboy
2005	J	`jnl`	Adaptive modeling and spectral estimation of nonstationary biomedical signals based on Kalman filtering. IEEE Trans. Biomed. Eng. Mateo Aboy, Oscar W. Márquez, James McNames, Roberto Hornero, Tran Thong, Brahm Goldstein
2005	J	`jnl`	Interpretation of approximate entropy: analysis of intracranial pressure approximate entropy during acute intracranial hypertension. IEEE Trans. Biomed. Eng. Roberto Hornero, Mateo Aboy, Daniel E. Abásolo, James McNames, Brahm Goldstein
2003	—	`conf`	Use of wavelet entropy to compare the EEG background activity of epileptic patients and control subjects. ISSPA (2) Roberto Hornero, Daniel E. Abásolo, Pedro Espino
1999	—	`conf`	Teleradiology as a seed of the Regional Health Care Intranet in a rural region in Spain. MIE Juan Pablo de Castro, Roberto Hornero, Alonso Alonso, Begoña Medina, Rafael Mompó, Evaristo J. Abril, Miguel Maldonado López
1999	—	`conf`	Using Wavelet Packets for EEG Analysis of Patients with Alzheimer's Disease. SIP Roberto Hornero, Pedro Espino, Alonso Alonso, Miguel Maldonado López