The assessment of the neuronal electromagnetic activity allows the research on real-time brain function, as the fluctuations that characterise neuronal interactions can be registered. Brain electromagnetic signals are obtained by means of electroencephalography (EEG) and magnetoencephalography (MEG) recordings. The analysis of EEG and MEG enables the evaluation of the impact of different pathologies and conditions which impair the central nervous system during the cortical activation dynamics, useful to identify potential biomarkers for diagnosis aiding, design prognosis predictive model, and quantify the effect of therapies.
The analysis of the neuronal activity at metabolic level enables the checking of the brain function based on oxygen consumption and the blood flow. Hemodynamic activity acquisition systems, such as the functional Magnetic Resonance Imaging (fMRI) and the functional Near-Infrarred Spectroscopy (fNIRS), allow the obtention of precise information of the metabolic function of specific brain regions. fMRI and fNIRS enable the indirect assessment of the neuronal processing load and can complement other neuroimaging techniques.
Extensive experience in neural signals adquisition, both at resting state and during cognitive tasks. Different databases of EEG and MEG signals in healthy subjects and in patients with different pathologies (Alzheimer, migraine, schizophrenia, etc.) are available.
Neurological and psychiatric diseases are associated with specific patterns of brain activity that may differ from normal patterns. Using advanced signal processing methods, our research group extracts these patterns that help in the comprehension of different diseases
Brain signals can serve as biomarkers, helping in the diagnosis and prognosis of different brain disorders, such as Alzheimer's disease, mild cognitive impairment, schizophrenia, Parkinson's disease, migraine or epilepsy.
The analysis of brain activity before and after pharmacological or non-pharmacological therapies makes it possible to quantify the changes that these treatments produce in brain activity
Since the group started its activity, the neuronal signals analysis research line has carried out different research projects:
| Pawel Krukow, Víctor Rodríguez-González, Natalia Kopís-Posiej, Carlos Gómez, Jesús Poza, Tracking EEG Network Dynamics through Transitions between Eyes-Closed, Eyes-Open, and Task States, Scientific Reports, vol. 14, pp. 17442, Julio, 2024, DOI: 10.1038/s41598-024-68532-2 |
| Víctor Gutiérrez-de Pablo, Jesús Poza, Aarón Maturana-Candelas, Víctor Rodríguez-González, Miguel A. 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, Computer Methods and Programs in Biomedicine, vol. 250, pp. 108197, Junio, 2024, DOI: 10.1016/j.cmpb.2024.108197 |
| Natalia Kopís-Posiej, Andrzej Cudo, Pawel Krukow, Mark D. Griffiths, Jesús Poza, Carlos Gómez, Víctor Rodríguez-González, The relationship of problematic Facebook use and Facebook context on empathy for pain processing: A functional near-infrared spectroscopy study, Computers in Human Behavior, vol. 155 (108196), Junio, 2024, DOI: 10.1016/j.chb.2024.108196 |
| Álvaro Díez, Javier Gomez-Pilar, Jesús Poza, Rosa M. Beño-Ruiz-de-la-Sierra, Inés Fernández-Linsenbarth, María Recio-Barbero, Pablo Núñez, Pedro Holgado-Madera, Vicente Molina, Functional network properties in schizophrenia and bipolar disorder assessed with high-density electroencephalography, Progress in Neuro-Psychopharmacology & Biological Psychiatry, vol. 129, pp. 110902, Febrero, 2024, DOI: 10.1016/j.pnpbp.2023.110902 |
| 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, Biomedical Signal Processing and Control, vol. 87 (105512), pp. 1-10, Enero, 2024, DOI: 10.1016/j.bspc.2023.105512 |
| Inés Fernández-Linsenbarth, Gema Mijancos, Alejandro Bachiller, Pablo Núñez, Víctor Rodríguez-González, Rosa M. Beño-Ruiz-de-la-Sierra, Alejandro Roig-Herrero, Antonio Arjona-Valladares, Jesús Poza, Miguel A. Mañanas, Vicente Molina, Relation between task-related activity modulation and cortical inhibitory function in schizophrenia and healthy controls: A TMS-EEG study, European Archives of Psychiatry and Clinical Neuroscience, vol. 274, pp. 837-847, Enero, 2024, DOI: 10.1007/s00406-023-01745-0 |
| Lucía Curiel-Garrido, Víctor Gutiérrez-de Pablo, Jesús Poza, Aarón Maturana-Candelas, Roberto Hornero, Carlos Gómez, Integración de información biomédica heterogénea para el análisis de la enfermedad de Alzheimer y el deterioro cognitivo leve mediante un enfoque XGBoost-SHAP, X Jornadas de Investigadoras de Castilla y León, ISBN: 978-84-09-63913-7, pp. 68, Valladolid (Spain), Abril 18 - Abril 19, 2024 |
| Víctor Rodríguez-González, Pablo Núñez, Carlos Gómez, Yoshihito Shigihara, Hideyuki Hoshi, Miguel A. Tola-Arribas, Mónica Cano, Ángel Luis Guerrero, David García Azorín, Roberto Hornero, Jesús Poza, Connectivity-based Meta-Bands: A new approach for automatic frequency band identification in connectivity analyses, Neuroimage, vol. 280 (120332), pp. 1-18, Octubre, 2023, DOI: 10.1016/j.neuroimage.2023.120332 |
| Federico Zilio, Javier Gomez-Pilar, Ujwal Chaudhary, Stuart Fogel, Tatiana Fomina, Matthis Synofzik, Ludger Schoels, Shumei Cao, Jun Zhang, Zirui Huang, Niels Birbaumer, Georg Northoff, Altered brain dynamics index levels of arousal in complete locked-in syndrome, Communications Biology, vol. 6, pp. 757, Julio, 2023, DOI: 10.1038/s42003-023-05109-1 |
| Marcos Revilla-Vallejo, Carlos Gómez, Javier Gomez-Pilar, Roberto Hornero, Miguel A. Tola-Arribas, Mónica Cano, Yoshihito Shigihara, Hideyuki Hoshi, Jesús Poza, Quantification of the robustness of functional neural networks: Application to the characterization of Alzheimer’s disease continuum, Journal of Neural Engineering, vol. 20 (3), pp. 036023, Mayo, 2023, DOI: 10.1088/1741-2552/acd41c |
| Andrea Buccellato, Di Zang, Federico Zilio, Javier Gomez-Pilar, Zhe Wang, Zengxin Qi, Ruizhe Zheng, Zeyu Xu, Xuehai Wu, Patrizia Bisiacchi, Alessandra Del Felice, Ying Mao, Georg Northoff, Disrupted relationship between intrinsic timescales and alpha peak frequency during unconscious states – A high-density EEG study, Neuroimage, vol. 265, pp. 119802, Enero, 2023, DOI: 10.1016/j.neuroimage.2022.119802 |
| Francisco Salto Alemany, Carmen Requena Hernández, Paula Álvarez Merino, Víctor Rodríguez-González, Jesús Poza, Roberto Hornero, Electrical analysis of logical complexity: An exploratory EEG study of logically valid/invalid deductive inference, Brain Informatics, vol. 10 (13), pp. 1-15, Junio, 2023, DOI: 10.1186/s40708-023-00194-8 |
| Víctor Gutiérrez-de Pablo, Ángel Luis Guerrero, David García Azorín, Álvaro Sierra, Javier Gomez-Pilar, Jesús Poza, Roberto Hornero, Carlos Gómez, Relationship between migraine attacks per month and the resting-state brain functional network, 17th European Headache Congress (EHC), pp. 65, Barcelona (Spain), Diciembre 6 - Diciembre 9, 2023, DOI: 10.1186/s10194-024-01793-4 |
| Diego Marcos-Martínez, Víctor Rodríguez-González, Sergio Pérez-Velasco, Eduardo Santamaría-Vázquez, Víctor Martínez-Cagigal, Roberto Hornero, Influencia de los sistemas Brain-Computer Interface basados en Neurofeedback en las características de la red cerebral, XLI Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2023), ISBN: 978-84-17853-76-1, pp. 500-503, Cartagena (Spain), Noviembre 22 - Noviembre 24, 2023 |
| Amalia Gil-Correa, Sergio Pérez-Velasco, Víctor Rodríguez-González, Hideyuki Hoshi, Yoshihito Shigihara, Carlos Gómez, Jesús Poza, Detector automático de artefactos en señales neuronales basado en técnicas de Inteligencia Artificial, XLI Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2023), ISBN: 978-84-17853-76-1, pp. 654-657, Cartagena (Spain), Noviembre 22 - Noviembre 24, 2023 |
| Adrián Rejas-Llamera, Víctor Gutiérrez-de Pablo, Ángel Luis Guerrero, Roberto Hornero, Jesús Poza, Carlos Gómez, Análisis de las alteraciones en la estructura neurofisiológica en la migraña, XLI Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2023), ISBN: 978-84-17853-76-1, pp. 593-596, Cartagena (Spain), Noviembre 22 - Noviembre 24, 2023 |
| Laura Gutiérrez-de Pablo, Javier Gomez-Pilar, Estefanía Gómez-Pesquera, Eduardo Tamayo, Roberto Hornero, Predicción de complicaciones postoperatorias a partir de la actividad neuronal de pacientes pediátricos sometidos a anestesia mediante modelos de Machine Learning, XLI Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2023), ISBN: 978-84-17853-76-1, pp. 642-645, Cartagena (Spain), Noviembre 22 - Noviembre 24, 2023 |
| Álvaro Basterra-García, Jorge Gijón-Ortego, Víctor Gutiérrez-de Pablo, Aarón Maturana-Candelas, Roberto Hornero, Jesús Poza, Carlos Gómez, Evaluación del paradigma de adquisición de la actividad electroencefalográfica en estado de reposo, XLI Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2023), ISBN: 978-84-17853-76-1, pp. 585-588, Cartagena (Spain), Noviembre 22 - Noviembre 24, 2023 |
| Pablo Núñez, Jitka Annen, Prejaas Tewarie, Víctor Rodríguez-González, Naji Alnagger, Glenn Van der Lande, Marie Vitello, Paolo Cardone, Aurore Thibaut, Emilie Szymkowicz, Charlotte Martial, Steven Laureys, Olivia Gosseries, Characterization of dynamic electrophysiological functional connectivity fluctuations: application to disorders of consciousness, GIGA Day 2023, pp. 66, Lieja (Belgium), Septiembre 4 - Septiembre 4, 2023 |
| Soren Wainio-Theberge, Annemarie Wolff, Javier Gomez-Pilar, Jianfeng Zhang, Georg Northoff, Variability and task-responsiveness of electrophysiological dynamics: scale-free stability and oscillatory flexibility, Neuroimage, vol. 256, pp. 119245, Agosto, 2022, DOI: 10.1016/j.neuroimage.2022.119245 |
| Javier Gomez-Pilar, Víctor Martínez-Cagigal, David García Azorín, Carlos Gómez, Ángel Luis Guerrero, Roberto Hornero, Headache-related circuits and high frequencies evaluated by EEG, MRI, PET as potential biomarkers to differentiate chronic and episodic migraine: Evidence from a systematic review, Journal of Headache and Pain, vol. 23 (1), pp. 95, Agosto, 2022, DOI: 10.1186/s10194-022-01465-1 |
| María Iglesias-Tejedor, Álvaro Díez, Vicent Llorca-Bofí, Pablo Núñez, Carolina Castaño-Díaz, Berta Bote-Boneaechea, Rafael Segarra-Echeverría, Javier Sanz-Fuentenebro, Vicente Molina, Relation between EEG resting-state power and modulation of P300 task-related activity in theta band in schizophrenia, Progress in Neuro-Psychopharmacology & Biological Psychiatry, vol. 116, pp. 110541, Junio, 2022, DOI: 10.1016/j.pnpbp.2022.110541 |
| Hideyuki Hoshi, Yoko Hirata, Momoko Kobayashi, Yuki Sakamoto, Keisuke Fukasawa, Sayuri Ichikawa, Jesús Poza, Víctor Rodríguez-González, Carlos Gómez, Yoshihito Shigihara, Distinctive effects of executive dysfunction and loss of learning/memory abilities on resting- state brain activity, Scientific Reports, vol. 12, pp. 3459, Marzo, 2022, DOI: 10.1038/s41598-022-07202-7 |
| Annemarie Wolff, Nareg Berberian, Mehrshad Golesorkhi, Javier Gomez-Pilar, Federico Zilio, Georg Northoff, Intrinsic neural timescales: temporal integration and segregation, Trends in Cognitive Sciences, vol. 26 (2), pp. 159-173, Febrero, 2022, DOI: 10.1016/j.tics.2021.11.007 |
| Mehrshad Golesorkhi, Javier Gomez-Pilar, Yasir Çatal, Shankar Tumati, Mustapha Yagoub, Emanuel A Stamatakis, Georg Northoff, From temporal to spatial topography – Hierarchy of neural dynamics in higher- and lower-order networks shapes their complexity, Cerebral Cortex, pp. bhac042, Febrero, 2022, DOI: 10.1093/cercor/bhac042 |
| Pablo Núñez, Carlos Gómez, Víctor Rodríguez-González, Arjan Hillebrand, Prejaas Tewarie, Javier Gomez-Pilar, Vicente Molina, Roberto Hornero, Jesús Poza, Schizophrenia induces abnormal frequency-dependent patterns of dynamic brain network reconfiguration during an auditory oddball task, Journal of Neural Engineering, vol. 19 (1), pp. 016033, Febrero, 2022, DOI: 10.1088/1741-2552/ac514e |
| Yasir Çatal, Javier Gomez-Pilar, Georg Northoff, Intrinsic Dynamics and Topography of Sensory Input Systems, Cerebral Cortex, pp. bhab504, Enero, 2022, DOI: 10.1093/cercor/bhab504 |
| Víctor Gutiérrez-de Pablo, Ángel Luis Guerrero, David García Azorín, Álvaro Sierra, Javier Gomez-Pilar, Jesús Poza, Roberto Hornero, Carlos Gómez, Characterization of the spectral content of resting-state electroencephalographic activity in chronic migraine female patients, 16th European Headache Congress (EHC), ISBN: https://doi.org/10.1186/s10194-022-01527-4, pp. 192, Viena (Austria), Diciembre 7 - Diciembre 10, 2022 |
| Marcos Revilla-Vallejo, Carlos Gómez, Javier Gomez-Pilar, Pablo Núñez, Víctor Rodríguez-González, Hideyuki Hoshi, Yoshihito Shigihara, Roberto Hornero, Jesús Poza, Exploring the robustness of the MEG functional neural network in patients with dementia due to Alzheimer’s disease, The 22nd International Conference on Biomagnetism (BIOMAG 2022), pp. 250, Birmingham (United Kingdom), Agosto 28 - Septiembre 1, 2022 |
| Pablo Núñez, Characterization of dynamic resting-state electrophysiological functional connectivity fluctuations: application to clinical populations, The 22nd International Conference on Biomagnetism (BIOMAG 2022), Birmingham (United Kingdom), Agosto 28 - Septiembre 1, 2022 |
| Víctor Rodríguez-González, Carlos Gómez, Hideyuki Hoshi, Yoshihito Shigihara, Roberto Hornero, Jesús Poza, Assessing The Influence of Power Line Interference In Connectivity Analyses, IUPESM World Congress on Medical Physics and Biomedical Engineering (IUPESM 2022), pp. 125, Singapur (Singapore), Junio 12 - Junio 17, 2022 |
| Laura Gutiérrez-de Pablo, Sergio Pérez-Velasco, Víctor Rodríguez-González, Víctor Gutiérrez-de Pablo, Carlos Gómez, Jesús Poza, Aplicación de Deep Learning para el procesado automático de componentes ICA de registros de magnetoencefalografía, XL Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2022), ISBN: 978-84-09-45972-8, pp. 316-319, Valladolid (Spain), Noviembre 23 - Noviembre 25, 2022 |
| Víctor Gutiérrez-de Pablo, Javier Gomez-Pilar, Víctor Rodríguez-González, Jesús Poza, Ángel Luis Guerrero, Miguel Alves-Ferreira, Nádia Pinto, Roberto Hornero, Carlos Gómez, Alteraciones patológicas de la estructura neurofisiológica en los diferentes subtipos de migraña en mujeres, XL Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2022), ISBN: 978-84-09-45972-8, pp. 402-405, Valladolid (Spain), Noviembre 23 - Noviembre 25, 2022 |
| Aarón Maturana-Candelas, Jesús Poza, Roberto Hornero, Víctor Gutiérrez-de Pablo, Carlos Gómez, Impacto de la expresión del gen MAPT en las relaciones inter-banda de la actividad eléctrica cerebral, XL Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2022), ISBN: 978-84-09-45972-8, pp. 47-50, Valladolid (Spain), Noviembre 23 - Noviembre 25, 2022 |
| Javier Gomez-Pilar, Víctor Gutiérrez-de Pablo, Víctor Rodríguez-González, Carlos Gómez, Ángel Luis Guerrero, Miguel Alves-Ferreira, Nádia Pinto, Roberto Hornero, Análisis espectral de la electroencefalográfica basal a nivel de fuente para la diferenciación de subtipos de migraña, XL Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2022), ISBN: 978-84-09-45972-8, pp. 287-290, Valladolid (Spain), Noviembre 23 - Noviembre 25, 2022 |
| Pablo Carretero-Calvo, Pablo Núñez, Víctor Rodríguez-González, Miguel A. Tola-Arribas, Mónica Cano, Carlos Gómez, Jesús Poza, Estudio de las alteraciones en la arquitectura temporal de la actividad neuronal provocadas por la enfermedad de Alzheimer, XL Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2022), ISBN: 978-84-09-45972-8, pp. 109-112, Valladolid (Spain), Noviembre 23 - Noviembre 25, 2022 |
| Marcos Revilla-Vallejo, Karina Kamarova, Carlos Gómez, Roberto Hornero, Yoshihito Shigihara, Hideyuki Hoshi, Jesús Poza, Acoplamiento cruzado amplitud-amplitud: un nuevo método para caracterizar la actividad neuronal y las alteraciones provocadas por la enfermedad de Alzheimer, XL Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2022), ISBN: 978-84-09-45972-8, pp. 390-393, Valladolid (Spain), Noviembre 23 - Noviembre 25, 2022 |
| Annemarie Wolff, Javier Gomez-Pilar, Jianfeng Zhang, Joelle Choueiry, Sara de la Salle, Verner Knott, Georg Northoff, It’s in the timing: Reduced temporal precision in neural activity of schizophrenia, Cerebral Cortex, pp. bhab425, Diciembre, 2021, DOI: 10.1093/cercor/bhab425 |
| Inés Fernández-Linsenbarth, Álvaro Planchuelo-Gómez, Rosa M. Beño-Ruiz-de-la-Sierra, Álvaro Díez, Antonio Arjona-Valladares, Adela Perez-Escudero, Alberto Rodríguez-Lorenzana, Pilar del Valle, Rodrigo de Luis-García, Guido Masciliano, Pedro Holgado-Madera, Rafael Segarra-Echeverría, Javier Gomez-Pilar, Pablo Núñez, Berta Bote-Boneaechea, Antonio Zambrana-Gómez, Alejandro Roig-Herrero, Vicente Molina, Search for schizophrenia and bipolar biotypes using functional network properties, Brain and Behavior, vol. 11, pp. e2415, Diciembre, 2021, DOI: 10.1002/brb3.2415 |
| Gonzalo C. Gutiérrez-Tobal, Javier Gomez-Pilar, Leila Kheirandish-Gozal, Adrián Martín-Montero, Jesús Poza, Daniel Álvarez, Félix del Campo, David Gozal, Roberto Hornero, Pediatric Sleep Apnea: The Overnight Electroencephalogram as a Phenotypic Biomarker, Frontiers in Neuroscience, vol. 15, pp. 644697, Noviembre, 2021, DOI: 10.3389/fnins.2021.644697 |
| Aarón Maturana-Candelas, Carlos Gómez, Jesús Poza, Víctor Rodríguez-González, Víctor Gutiérrez-de Pablo, Alexandra M. Lopes, Nádia Pinto, Roberto Hornero, Influence of PICALM and CLU risk variants on beta EEG activity in Alzheimer’s disease patients, Scientific Reports, vol. 11, pp. 20465, Octubre, 2021, DOI: 10.1038/s41598-021-99589-y |
| Alberto Rodríguez-Lorenzana, Mabel Torres-Tapia, César Parra, Álvaro Díez, Antonio Arjona-Valladares, Javier Gomez-Pilar, Erika Pasquel, Diego Granizo, Vicente Molina, Analysis of the functional EEG network in an Ecuadorian schizophrenia sample, European Journal of Psychiatry, vol. 35 (4), pp. 216-224, Octubre, 2021, DOI: 10.1016/j.ejpsy.2021.06.004 |
| Annemarie Wolff, Liang Chen, Shankar Tumati, Mehrshad Golesorkhi, Javier Gomez-Pilar, Jie Hu, Shize Jiang, Ying Mao, Andre Longtin, Georg Northoff, Prestimulus dynamics blend with the stimulus in neural variability quenching, Neuroimage, vol. 238, pp. 118160, Septiembre, 2021, DOI: 10.1016/j.neuroimage.2021.118160 |
| Jesús Poza, María García, Javier Gomez-Pilar, Editorial: Entropy in Brain Networks, Entropy, vol. 23 (9), pp. 1157, Septiembre, 2021, DOI: 10.3390/e23091157 |
| Mehrshad Golesorkhi, Javier Gomez-Pilar, Federico Zilio, Nareg Berberian, Annemarie Wolff, Mustapha Yagoub, Georg Northoff, The brain and its time: Intrinsic neural timescales are key for input processing, Communications Biology, vol. 4, pp. 970, Agosto, 2021, DOI: 10.1038/s42003-021-02483-6 |
| Víctor Rodríguez-González, Carlos Gómez, Hideyuki Hoshi, Yoshihito Shigihara, Roberto Hornero, Jesús Poza, Exploring the interactions between neurophysiology and cognitive and behavioral changes induced by a non-pharmacological treatment: a network approach, Frontiers in Aging Neuroscience, vol. 13, pp. 696174, Julio, 2021, DOI: 10.3389/fnagi.2021.696174 |
| Takahiro Matsumoto, Hideyuki Hoshi, Yoko Hirata, Sayuri Ichikawa, Keisuke Fukasawa, Tomoyuki Gonda, Jesús Poza, Víctor Rodríguez-González, Carlos Gómez, Yoshihito Shigihara, The association between carotid blood flow and resting-state brain activity in patients with cerebrovascular diseases, Scientific Reports, vol. 11, pp. 15225, Julio, 2021, DOI: 10.1038/s41598-021-94717-0 |
| Rika Haraguchi, Hideyuki Hoshi, Sayuri Ichikawa, Mayuko Hanyu, Kohei Nakamura, Keisuke Fukasawa, Jesús Poza, Víctor Rodríguez-González, Carlos Gómez, Yoshihito Shigihara, The menstrual cycle alters resting-state cortical activity: A magnetoencephalography study, Frontiers in Human Neuroscience, vol. 15, pp. 652789, Julio, 2021, DOI: 10.3389/fnhum.2021.652789 |
| Georg Northoff, Javier Gomez-Pilar, Overcoming rest-task divide – Abnormal temporo-spatial dynamics and its cognition in schizophrenia, Schizophrenia Bulletin, vol. 47 (3), pp. 751–765, Mayo, 2021, DOI: 10.1093/schbul/sbaa178 |
| Pablo Núñez, Jesús Poza, Carlos Gómez, Víctor Rodríguez-González, Arjan Hillebrand, Prejaas Tewarie, Miguel A. Tola-Arribas, Mónica Cano, Roberto Hornero, Abnormal meta-state activation of dynamic brain networks across the Alzheimer spectrum, Neuroimage, vol. 232, pp. 117898, Mayo, 2021, DOI: 10.1016/j.neuroimage.2021.117898 |
| Marcos Revilla-Vallejo, Jesús Poza, Javier Gomez-Pilar, Roberto Hornero, Miguel A. Tola-Arribas, Mónica Cano, Carlos Gómez, Exploring the Alterations in the Distribution of Neural Network Weights in Dementia Due to Alzheimer’s Disease, Entropy, vol. 23 (5), pp. 500, Abril, 2021, DOI: 10.3390/e23050500 |
| Inés Fernández-Linsenbarth, Álvaro Planchuelo-Gómez, Álvaro Díez, Antonio Arjona-Valladares, Rodrigo de Luis-García, Oscar Martin-Santiago, José Antonio Benito-Sánchez, Ángela Pérez-Laureano, David González-Parra, Carmen Montes-Gonzalo, Raquel Melero-Lerma, Sonia Fernández Morante, Javier Sanz-Fuentenebro, Javier Gomez-Pilar, Pablo Núñez, Vicente Molina, Neurobiological underpinnings of cognitive subtypes in Psychoses: a cross-diagnostic cluster analysis, Schizophrenia Research, vol. 229, pp. 102-111, Marzo, 2021, DOI: 10.1016/j.schres.2020.11.013 |
| Ana M. Macedo, Carlos Gómez, Miguel Rebelo, Jesús Poza, Iva Gomes, Sandra Martins, Aarón Maturana-Candelas, Víctor Gutiérrez-de Pablo, Luís Durães, Patricia Sousa, Manuel Figueruelo, María Rodríguez, Carmen Pita, Miguel Arenas, Luis Álvarez, Roberto Hornero, Alexandra M. Lopes, Nádia Pinto, Risk variants in three Alzheimer’s disease genes show association with EEG endophenotypes, Journal of Alzheimers Disease, vol. 80 (1), pp. 209-223, Marzo, 2021, DOI: 10.3233/JAD-200963 |
| Javier Gomez-Pilar, Gonzalo C. Gutiérrez-Tobal, Jesús Poza, Stuart Fogel, Julien Doyon, Georg Northoff, Roberto Hornero, Spectral and temporal characterization of sleep spindles – Methodological implications, Journal of Neural Engineering, vol. 18 (3), pp. 036014, Marzo, 2021, DOI: 10.1088/1741-2552/abe8ad |
| Mehrshad Golesorkhi, Javier Gomez-Pilar, Shankar Tumati, Maia Fraser, Georg Northoff, Temporal hierarchy of intrinsic neural timescales converges with spatial core-periphery organization, Communications Biology, vol. 4, pp. 277, Marzo, 2021, DOI: 10.1038/s42003-021-01785-z |
| Federico Zilio, Javier Gomez-Pilar, Shumei Cao, Jun Zhang, Di Zang, Zengxin Qi, Jiaxing Tan, Tanigawa Hiromi, Xuehai Wu, Stuart Fogel, Zirui Huang, Matthias R. Hohmann, Tatiana Fomina, Matthis Synofzik, Moritz Grosse-Wentrup, Adrian M. Owen, Georg Northoff, Are intrinsic neural timescales related to sensory processing? Evidence from abnormal behavioural states, Neuroimage, vol. 226, pp. 117579, Febrero, 2021, DOI: 10.1016/j.neuroimage.2020.117579 |
| Saúl J. Ruiz-Gómez, Roberto Hornero, Jesús Poza, Eduardo Santamaría-Vázquez, Víctor Rodríguez-González, Aarón Maturana-Candelas, Carlos Gómez, A new method to build multiplex networks using Canonical Correlation Analysis for the characterization of the Alzheimer’s disease continuum, Journal of Neural Engineering, vol. 18 (2), pp. 026002, Febrero, 2021, DOI: 10.1088/1741-2552/abd82c |
| Javier Gomez-Pilar, David García Azorín, Claudia Gómez, Ángel Luis Guerrero, Roberto Hornero, Exploring EEG spectral patterns in episodic and chronic migraine during interictal state: Determining frequencies of interest in resting state, Pain Medicine, vol. 21 (12), pp. 3530-3538, Diciembre, 2020, DOI: 10.1093/pm/pnaa117 |
| Yoshihito Shigihara, Hideyuki Hoshi, Jesús Poza, Víctor Rodríguez-González, Carlos Gómez, Predicting the outcome of non-pharmacological treatment for patients with dementia-related mild cognitive impairment, Aging-Us, vol. 12 (23), pp. 24101-24116, Diciembre, 2020, DOI: 10.18632/aging.202270 |
| Ricardo González, Iva Gomes, Catarina Gomes, Rita Rocha, Luís Durães, Patricia Sousa, Miguel Figueruelo, María Rodríguez, Carmen Pita, Roberto Hornero, Carlos Gómez, Alexandra M. Lopes, Nádia Pinto, Sandra Martins, APOE variants in an Iberian Alzheimer cohort detected through an optimized Sanger sequencing protocol, Genes, vol. 12 (1), pp. 4, Diciembre, 2020, DOI: 10.3390/genes12010004 |
| Miguel Rebelo, Carlos Gómez, Iva Gomes, Jesús Poza, Sandra Martins, Aarón Maturana-Candelas, Saúl J. Ruiz-Gómez, Luís Durães, Patricia Sousa, Manuel Figueruelo, María Rodríguez, Carmen Pita, Miguel Arenas, Luis Álvarez, Roberto Hornero, Nádia Pinto, Genome-wide scan for five brain oscillatory phenotypes identifies a new QTL associated with theta EEG band, Brain Sciences, vol. 10 (11), pp. 870, Noviembre, 2020, DOI: 10.3390/brainsci10110870 |
| Víctor Rodríguez-González, Carlos Gómez, Yoshihito Shigihara, Hideyuki Hoshi, Roberto Hornero, Marcos Revilla-Vallejo, Jesús Poza, Consistency of local activation parameters at sensor- and source-level in neural signals, Journal of Neural Engineering, vol. 17 (5), pp. 1-14, Octubre, 2020, DOI: 10.1088/1741-2552/abb582 |
| Carlos Gómez, Jesús Poza, Daniel Abásolo, Editorial: Complexity and Connectivity: Functional Signatures of Neurodegenerative Disorders, Frontiers in Neuroscience, vol. 14, pp. 916, Octubre, 2020, DOI: 10.3389/fnins.2020.00916 |
| Aarón 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 in Computational Neuroscience, vol. 14, pp. 70, Septiembre, 2020, DOI: 10.3389/fncom.2020.00070 |
| Marta Hernández, Carmen Martín-Gómez, Marta Gómez-García, Javier Gomez-Pilar, Pablo Núñez, Antonio Arjona-Valladares, María Victoria Alejos-Herrera, Maria Teresa Lozano López, Sinta Gamonal Limcaoco, Carlos Molina-Novoa, Vicente Molina, Abnormal self-experiences related to a hypersynchronic brain state in schizophrenia, Schizophrenia Research, vol. 222, pp. 538-540, Agosto, 2020, DOI: 10.1016/j.schres.2020.03.056 |
| Víctor Gutiérrez-de Pablo, Carlos Gómez, Jesús Poza, Aarón Maturana-Candelas, Sandra Martins, Iva Gomes, Alexandra M. Lopes, Nádia Pinto, Roberto Hornero, Relationship between the Presence of the ApoE ε4 Allele and EEG Complexity along the Alzheimer’s Disease Continuum, Sensors, vol. 20 (14), pp. 3849, Julio, 2020, DOI: 10.3390/s20143849 |
| Alba Lubeiro, Mar Fatjó-Vilas, María Guardiola, Carmen Almodóvar, Javier Gomez-Pilar, Benjamín Cea-Cañas, Jesús Poza, Marta García-Gómez, Vicente Molina, Analysis of KCNH2 and CACNA1C schizophrenia risk genes on EEG functional network modulation during an auditory odd-ball task, European Archives of Psychiatry and Clinical Neuroscience, vol. 270, pp. 433–442, Junio, 2020, DOI: 10.1007/s00406-018-0977-0 |
| Benjamín Cea-Cañas, Javier Gomez-Pilar, Pablo Núñez, Eva Rodríguez-Vázquez, Nieves de Uribe, Álvaro Díez, Adela Perez-Escudero, Vicente Molina, Connectivity strength of the EEG functional network in schizophrenia and bipolar disorder, Progress in Neuro-Psychopharmacology & Biological Psychiatry, vol. 98, pp. 109801, Marzo, 2020, DOI: 10.1016/j.pnpbp.2019.109801 |
| Vicente Molina, Alba Lubeiro, Rodrigo de Luis-García, Javier Gomez-Pilar, Oscar Martin-Santiago, María Iglesias-Tejedor, Pedro Holgado-Madera, Rafael Segarra-Echeverría, María Recio-Barbero, Pablo Núñez, Mahmoun-Karim Haidar, Jessica Fernández-Sevillano, Javier Sanz-Fuentenebro, Deficits of entropy modulation of the EEG: a biomarker for the altered function in schizophrenia and bipolar disorder?, Journal of Psychiatry & Neuroscience, vol. 45 (3), pp. 190032-190032, Febrero, 2020, DOI: 10.1503/jpn.190032 |
| Álvaro Planchuelo-Gómez, Alba Lubeiro, Pablo Núñez, Javier Gomez-Pilar, Rodrigo de Luis-García, Pilar del Valle, Oscar Martin-Santiago, Adela Perez-Escudero, Vicente Molina, Identification of MRI-based psychosis subtypes: replication and refinement, Progress in Neuro-Psychopharmacology & Biological Psychiatry, vol. 100, pp. 109907, Febrero, 2020, DOI: 10.1016/j.pnpbp.2020.109907 |
| Pablo Núñez, Jesús Poza, Carlos Gómez, Verónica Barroso-García, Aarón Maturana-Candelas, Miguel A. Tola-Arribas, Mónica Cano, Roberto Hornero, Characterization of the dynamic behavior of neural activity in Alzheimer's disease: exploring the non-stationarity and recurrence structure of EEG resting-state activity, Journal of Neural Engineering, vol. 17 (1), pp. 016071, Enero, 2020, DOI: 10.1088/1741-2552/ab71e9 |
| Javier Gomez-Pilar, Characterization of Neural Activity Using Complex Network Theory, Springer Thesis, Cham, Suiza: Springer, Editors: Springer Nature. ISBN: 978-3-030-49899-3, 2020 |
| 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, 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2020), ISBN: 978-1-7281-1990-8, pp. 3473-3476, Online (Canada), Julio 20 - Julio 24, 2020, DOI: 10.1109/EMBC44109.2020.9176315 |
| Saúl J. Ruiz-Gómez, Carlos Gómez, Jesús Poza, Marcos Revilla-Vallejo, Víctor Gutiérrez-de Pablo, Víctor Rodríguez-González, Aarón Maturana-Candelas, Roberto Hornero, Volume Conduction Effects on Connectivity Metrics: Application of Network Parameters to Characterize Alzheimer's Disease Continuum, 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2020), ISBN: 978-1-7281-1990-8, pp. 30-33, Online (Canada), Julio 20 - Julio 24, 2020 |
| Víctor Gutiérrez-de Pablo, Carlos Gómez, Jesús Poza, Aarón Maturana-Candelas, Javier Gomez-Pilar, Marcos Revilla-Vallejo, Roberto Hornero, Redes de asociación: una nueva forma de explorar la huella fisiopatológica de la enfermedad de Alzheimer, XXXVIII Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2020), ISBN: 978-84-09-25491-0, pp. 405-408, Online (Spain), Noviembre 25 - Noviembre 27, 2020 |
| Víctor Rodríguez-González, Carlos Gómez, Marcos Revilla-Vallejo, Víctor Gutiérrez-de Pablo, Miguel A. Tola-Arribas, Mónica Cano, Roberto Hornero, Jesús Poza, Estudio de la asociación entre los patrones de activación local y de sincronización global en el EEG en la enfermedad de Alzheimer, XXXVIII Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2020), ISBN: 978-84-09-25491-0, pp. 121-124, Online (Spain), Noviembre 25 - Noviembre 27, 2020 |
| Marcos Revilla-Vallejo, Carlos Gómez, Víctor Gutiérrez-de Pablo, Miguel A. Tola-Arribas, Mónica Cano, Roberto Hornero, Jesús Poza, Evaluación de la robustez de la red neuronal funcional en la demencia por enfermedad de Alzheimer, XXXVIII Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2020), ISBN: 978-84-09-25491-0, pp. 260-263, Online (Spain), Noviembre 25 - Noviembre 27, 2020 |
| Aarón Maturana-Candelas, Jesús Poza, Roberto Hornero, Pablo Núñez, Saúl J. Ruiz-Gómez, Víctor Gutiérrez-de Pablo, Marcos Revilla-Vallejo, Carlos Gómez, Estudio de la relación entre el gen MAPT y la conectividad cerebral en la demencia por enfermedad de Alzheimer, XXXVIII Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2020), ISBN: 978-84-09-25491-0, pp. 331-334, Online (Spain), Noviembre 25 - Noviembre 27, 2020 |
| Javier Gomez-Pilar, David García Azorín, David Duval, Roberto Hornero, Ángel Luis Guerrero, Estructura temporal y frecuencial alterada en electrofisiología basal interictal en migraña crónica respecto a migraña episódica, LXXII Reunión Anual de la Sociedad Española de Neurología, Sevilla (Spain), Noviembre 23 - Diciembre 3, 2020 |
| Ana M. Macedo, Iva Gomes, Sandra Martins, Luís Durães, Patricia Sousa, Manuel Figueruelo, María Rodríguez, Carmen Pita, Miguel Rebelo, Miguel Arenas, Luis Álvarez, Roberto Hornero, Carlos Gómez, Nádia Pinto, Alexandra M. Lopes, Genome-wide characterization of a cohort of Alzheimer’s patients from Iberia: a focus on rare variants, 23rd Annual Meeting of the Portuguese Society of Human Genetics, pp. 71, Coimbra (Portugal), Noviembre 14 - Noviembre 16, 2019 |
| Ricardo González, Sandra Martins, Luís Durães, Patricia Sousa, Manuel Figueruelo, María Rodríguez, Carmen Pita, Miguel Arenas, Luis Álvarez, Roberto Hornero, Carlos Gómez, Nádia Pinto, Alexandra M. Lopes, Iva Gomes, APOE allele frequency in late onset Alzheimer's disease patients from Iberia, 23rd Annual Meeting of the Portuguese Society of Human Genetics, pp. 106, Coimbra (Portugal), Noviembre 14 - Noviembre 16, 2019 |
| Miguel Rebelo, Ana M. Macedo, Iva Gomes, Sandra Martins, Luís Durães, Patricia Sousa, Manuel Figueruelo, María Rodríguez, Carmen Pita, Miguel Arenas, Luis Álvarez, Roberto Hornero, Carlos Gómez, Alexandra M. Lopes, Nádia Pinto, Genome-wide association in a cohort of Alzheimer's patients from Iberia: an exploratory analysis with common variants, 23rd Annual Meeting of the Portuguese Society of Human Genetics, pp. 125, Coimbra (Portugal), Noviembre 14 - Noviembre 16, 2019 |
| Gonzalo C. Gutiérrez-Tobal, Javier Gomez-Pilar, Leila Kheirandish-Gozal, Adrián Martín-Montero, Jesús Poza, Daniel Álvarez, Félix del Campo, David Gozal, Roberto Hornero, Network analysis on overnight EEG spectrum to assess relationships between paediatric sleep apnoea and cognition, XV Mediterranean Conference on Medical and Biological Engineering and Computing, pp. 1138-1146, Coimbra (Portugal), Septiembre 26 - Septiembre 28, 2019 |
| Javier Gomez-Pilar, Ángel Luis Guerrero, David García Azorín, Claudia Gómez, Roberto Hornero, Electrophysiological underpinnings of functional connectivity in episodic and chronic migraine, International Headache Conference, pp. IHC-PO-351, Dublin (Ireland), Septiembre 5 - Septiembre 8, 2019 |
| Pablo Núñez, Jesús Poza, Carlos Gómez, Verónica Barroso-García, Saúl J. Ruiz-Gómez, Aarón Maturana-Candelas, Miguel A. Tola-Arribas, Mónica Cano, Roberto Hornero, Characterization of EEG Resting-state Activity in Alzheimer’s Disease by Means of Recurrence Plot Analyses, 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2019), ISBN: 978-1-5386-1311-5, pp. 5786-5789, Berlin (Germany), Julio 23 - Julio 27, 2019, DOI: 10.1109/EMBC.2019.8856600 |
| Saúl J. Ruiz-Gómez, Carlos Gómez, Jesús Poza, Aarón Maturana-Candelas, Víctor Rodríguez-González, María García, Miguel A. Tola-Arribas, Mónica Cano, Roberto Hornero, Analysis of Volume Conduction Effects on Different Functional Connectivity Metrics: Application to Alzheimer’s Disease EEG Signals, 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2019), ISBN: 978-1-5386-1311-5, pp. 6434-6437, Berlin (Germany), Julio 23 - Julio 27, 2019 |
| 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, 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2019), ISBN: 978-1-5386-1311-5, pp. 4807-4810, Berlin (Germany), Julio 23 - Julio 27, 2019 |
| Pablo Núñez, Jesús Poza, Carlos Gómez, Marcos Revilla-Vallejo, Miguel A. Tola-Arribas, Mónica Cano, Roberto Hornero, Estudio del comportamiento dinámico del EEG durante la progresión de deterioro cognitivo leve a demencia por enfermedad de Alzheimer, XXXVII Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2019), ISBN: 978-84-09-16707-4, pp. 131-134, Santander (Spain), Noviembre 27 - Noviembre 29, 2019 |
| Saúl J. Ruiz-Gómez, Carlos Gómez, Jesús Poza, Aarón Maturana-Candelas, Miguel A. Tola-Arribas, Mónica Cano, Roberto Hornero, Modelado computacional de la conducción de volumen en el EEG. Caracterización del deterioro cognitivo leve y su progresión a la enfermedad de Alzheimer, XXXVII Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2019), ISBN: 978-84-09-16707-4, pp. 199-202, Santander (Spain), Noviembre 27 - Noviembre 29, 2019 |
| 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, XXXVII Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2019), ISBN: 978-84-09-16707-4, pp. 303-306, Santander (Spain), Noviembre 27 - Noviembre 29, 2019 |
| Javier Gomez-Pilar, David García Azorín, Ángel Luis Guerrero, Claudia Gómez, Roberto Hornero, Hiperconectividad cortical basal en migraña crónica asociada a ritmos beta, LXXI Reunión Anual de la Sociedad Española de Neurología, Sevilla (Spain), Noviembre 19 - Noviembre 23, 2019 |
| Carmen Pita, Manuel Figueruelo, María Rodríguez, Lucía Martín, Elena Ramos, Aarón Maturana-Candelas, Roberto Hornero, Jesús Poza, Saúl J. Ruiz-Gómez, María García, Luís Durães, Ricardo González, Ana M. Macedo, Rita Rocha, Luis Álvarez, Sandra Martins, Alexandra M. Lopes, Iva Gomes, Miguel Arenas, Carlos Gómez, Patricia Sousa, Nádia Pinto, Avances en el diagnóstico temprano de la enfermedad de Alzheimer mediante la correlación entre el genoma y la actividad cerebral, VIII Congreso Nacional de Alzheimer, Huesca (Spain), Noviembre 14 - Noviembre 16, 2019 |
| Víctor Rodríguez-González, Jesús Poza, Carlos Gómez, Miguel A. Tola-Arribas, Mónica Cano, Roberto Hornero, Assessing the influence of cognitive reserve in EEG signals through Alzheimer’s Disease progression, XXXIV Simposium Nacional de la Unión Científica Internacional de Radio (URSI 2019), ISBN: 978-84-09-12961-4, pp. 58, Sevilla (Spain), Septiembre 4 - Septiembre 6, 2019 |
| Javier Gomez-Pilar, Jesús Poza, Carlos Gómez, Georg Northoff, Alba Lubeiro, Benjamín Cea-Cañas, Vicente Molina, Roberto Hornero, Altered predictive capability of the brain network EEG model in schizophrenia during cognition, Schizophrenia Research, vol. 201, pp. 120-129, Noviembre, 2018, DOI: 10.1016/j.schres.2018.04.043 |
| Saúl J. Ruiz-Gómez, Carlos Gómez, Jesús Poza, Mario Martínez-Zarzuela, Miguel A. 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 in Neuroinformatics, vol. 12 (76), pp. 1-11, Octubre, 2018, DOI: 10.3389/fninf.2018.00076 |
| Carlos Gómez, Celia Juan-Cruz, Jesús Poza, Saúl J. Ruiz-Gómez, Javier Gomez-Pilar, Pablo Núñez, María García, Alberto Fernández, Roberto Hornero, Alterations of Effective Connectivity Patterns in Mild Cognitive Impairment: An MEG Study, Journal of Alzheimers Disease, vol. 65 (3), pp. 843-854, Septiembre, 2018, DOI: 10.3233/JAD-170475 |
| Javier Gomez-Pilar, Rodrigo de Luis-García, Alba Lubeiro, Henar de la Red, Jesús Poza, Pablo Núñez, Roberto Hornero, Vicente Molina, Relations between structural and EEG-based graph metrics in healthy controls and schizophrenia patients, Human Brain Mapping, vol. 39 (8), pp. 3152-3165, Agosto, 2018, DOI: 10.1002/hbm.24066 |
| Vicente Molina, Alejandro Bachiller, Javier Gomez-Pilar, Alba Lubeiro, Roberto Hornero, Benjamín Cea-Cañas, Cesar Valcarcel, Mahmoun-Karim Haidar, Jesús Poza, Deficit of entropy modulation of the EEG in schizophrenia associated to cognitive performance and symptoms. A replication study, Schizophrenia Research, vol. 195, pp. 334-342, Mayo, 2018, DOI: 10.1016/j.schres.2017.08.057 |
| 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, International Journal of Neural Systems, vol. 28 (1), pp. 1750032, Febrero, 2018, DOI: 10.1142/S0129065717500320 |
| Javier Gomez-Pilar, Rodrigo de Luis-García, Alba Lubeiro, Nieves de Uribe, Jesús Poza, Pablo Núñez, Marta Ayuso, Roberto Hornero, Vicente Molina, Deficits of entropy modulation in schizophrenia are predicted by functional connectivity strength in the theta band and structural clustering, Neuroimage-Clinical, vol. 18, pp. 382-389, Febrero, 2018, DOI: 10.1016/j.nicl.2018.02.005 |
| Saúl J. Ruiz-Gómez, Carlos Gómez, Jesús Poza, Gonzalo C. Gutiérrez-Tobal, Miguel A. Tola-Arribas, Mónica Cano, Roberto Hornero, Automated Multiclass Classification of Spontaneous EEG Activity in Alzheimer’s Disease and Mild Cognitive Impairment, Entropy, vol. 20 (1), pp. 35, Enero, 2018, DOI: 10.3390/e20010035 |
| Saúl J. Ruiz-Gómez, Carlos Gómez, Jesús Poza, Pablo Núñez, Víctor Rodríguez-González, Aarón Maturana-Candelas, Roberto Hornero, Analysis of Information Flux in Alzheimer’s Disease and Mild Cognitive Impairment by Means of Graph-Theory Parameters, International Conference on NeuroRehabilitation (ICNR 2018), ISBN: 978-3-030-01844-3, pp. 569-573, Pisa (Italy), Octubre 16 - Octubre 20, 2018 |
| Pablo Núñez, Jesús Poza, Carlos Gómez, Víctor Rodríguez-González, Saúl J. Ruiz-Gómez, Aarón Maturana-Candelas, Roberto Hornero, Characterizing Non-stationarity in Alzheimer’s Disease and Mild Cognitive Impairment by Means of Kullback-Leibler Divergence, International Conference on NeuroRehabilitation (ICNR 2018), ISBN: 978-3-030-01844-3, pp. 574-578, Pisa (Italy), Octubre 16 - Octubre 20, 2018 |
| Aarón Maturana-Candelas, Carlos Gómez, Jesús Poza, Saúl J. Ruiz-Gómez, María Rodríguez, Miguel Figueruelo, Nádia Pinto, Sandra Martins, Alexandra M. Lopes, Iva Gomes, Roberto Hornero, Analysis of Spontaneous EEG Activity in Alzheimer’s Disease Patients by Means of Multiscale Spectral Entropy, International Conference on NeuroRehabilitation (ICNR 2018), ISBN: 978-3-030-01844-3, pp. 579-583, Pisa (Italy), Octubre 16 - Octubre 20, 2018 |
| David García Azorín, Javier Gomez-Pilar, María Isabel Pedraza, Álvaro Sierra, Ángel Luis Guerrero, Roberto Hornero, Changes in spectral analyses of spontaneous electroencephalografic activity after transcranial direct current stimulation (tDCS): Results in a series of 6 patients with refractory chronic migraine, Migraine Trust International Symposium, pp. 268, London (United Kingdom), Septiembre 6 - Septiembre 9, 2018 |
| Carlos Gómez, Saúl J. Ruiz-Gómez, Jesús Poza, Aarón Maturana-Candelas, Nádia Pinto, Miguel A. Tola-Arribas, Mónica Cano, Roberto Hornero, Assessment of EEG Connectivity Patterns in Mild Cognitive Impairment Using Phase Slope Index, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, ISBN: 978-1-5386-3646-6, pp. 263-266, Honolulu (United States), Julio 17 - Julio 21, 2018 |
| Pablo Núñez, Jesús Poza, Carlos Gómez, Saúl J. Ruiz-Gómez, Víctor Rodríguez-González, Miguel A. Tola-Arribas, Mónica Cano, Roberto Hornero, Analysis of Electroencephalographic Dynamic Functional Connectivity in Alzheimer’s Disease, IUPESM World Congress on Medical Physics & Biomedical Engineering (IUPESM 2018), pp. 165-168, Praga (Czech Republic), Junio 3 - Junio 8, 2018 |
| Alba Lubeiro, Vicente Molina, María Guardiola, Javier Gomez-Pilar, Mar Fatjó-Vilas, KCNH2 Polymorphism associated to altered EEG functional network modulation in schizophrenia, 6th Biennial Schizophrenia International Research Society Conference, ISBN: 0586-7614, pp. 397-398, Florencia (Italy), Abril 4 - Abril 8, 2018 |
| Sandra Martins, Luis Álvarez, Alexandra M. Lopes, Iva Gomes, Vania Oliveira, Patricia Sousa, María Rodríguez, Carmen Pita, María García, Jesús Poza, Aarón Maturana-Candelas, Roberto Hornero, Ana Taborda, Manuel Figueruelo, Miguel Arenas, Carlos Gómez, Nádia Pinto, Identification of genetic variants contributing to late-onset Alzheimer’s disease risk and correlation with cerebral activity of patients, 18th Meeting Portugaliae Genetica, Oporto (Portugal), Marzo 22 - Marzo 23, 2018 |
| Adrián Martín-Montero, Gonzalo C. Gutiérrez-Tobal, Jesús Poza, Daniel Álvarez, Fernando Vaquerizo-Villar, Verónica Barroso-García, Saúl J. Ruiz-Gómez, Leila Kheirandish-Gozal, Félix del Campo, David Gozal, Roberto Hornero, Caracterización de la apnea del sueño infantil mediante nuevas bandas espectrales del EEG, XXXVI Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2018), ISBN: 978-84-09-06253-9, pp. 249-252, Ciudad Real (Spain), Noviembre 21 - Noviembre 23, 2018 |
| Saúl J. Ruiz-Gómez, Carlos Gómez, Jesús Poza, Pablo Núñez, Víctor Rodríguez-González, Adrián Martín-Montero, Aarón Maturana-Candelas, Roberto Hornero, Estudio del efecto de la conducción de volumen en medidas de conectividad funcional derivadas de la coherencia, XXXVI Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2018), ISBN: 978-84-09-06253-9, pp. 241-244, Ciudad Real (Spain), Noviembre 21 - Noviembre 23, 2018 |
| Víctor Rodríguez-González, Jesús Poza, Carlos Gómez, Pablo Núñez, Saúl J. Ruiz-Gómez, Aarón Maturana-Candelas, Roberto Hornero, Localización de fuentes cerebrales para la caracterización de la demencia debida a enfermedad de Alzheimer, XXXVI Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2018), ISBN: 978-84-09-06253-9, pp. 195-198, Ciudad Real (Spain), Noviembre 21 - Noviembre 23, 2018 |
| Claudia Gómez, Beatriz Pando, Javier Gomez-Pilar, María Isabel Pedraza, Álvaro Sierra, David García Azorín, Ángel Luis Guerrero, Roberto Hornero, Modificaciones en el registro electroencefalográfico basal tras estimulación por corriente directa continua, LXX Reunión Anual de la Sociedad Española de Neurología, Sevilla (Spain), Noviembre 20 - Noviembre 24, 2018 |
| Pablo Núñez, Jesús Poza, Alejandro Bachiller, Javier Gomez-Pilar, Alba Lubeiro, Vicente Molina, Roberto Hornero, Exploring non-stationarity patterns in schizophrenia: neural reorganization abnormalities in the alpha band, Journal of Neural Engineering, vol. 14 (4), pp. 046001, Agosto, 2017, DOI: 10.1088/1741-2552/aa6e05 |
| Javier Gomez-Pilar, Alba Lubeiro, Jesús Poza, Roberto Hornero, Marta Ayuso, Cesar Valcarcel, Mahmoun-Karim Haidar, José A. Blanco, Vicente Molina, Functional EEG network analysis in schizophrenia: Evidence of larger segregation and deficit of modulation, Progress in Neuro-Psychopharmacology & Biological Psychiatry, vol. 76, pp. 116-123, Marzo, 2017, DOI: 10.1016/j.pnpbp.2017.03.004 |
| Alba Lubeiro, Javier Gomez-Pilar, Oscar Martin-Santiago, Aitor Palomino, Myriam Fernandez, Ana González Pinto, Jesús Poza, Roberto Hornero, Vicente Molina, Variation at NRG1 genotype related to modulation of small-world properties of the functional cortical network, European Archives of Psychiatry and Clinical Neuroscience, vol. 267 (1), pp. 25-32, Febrero, 2017, DOI: 10.1007/s00406-015-0659-0 |
| Jesús Poza, Carlos Gómez, María García, Miguel A. Tola-Arribas, Alicia Carreres, Mónica Cano, Roberto Hornero, Spatio-temporal fluctuations of neural dynamics in mild cognitive impairment and Alzheimer's disease, Current Alzheimer Research, vol. 14 (9), pp. 924-936, Febrero, 2017, DOI: 10.2174/1567205014666170309115656 |
| Carlos M. Gómez, Elena I. Rodríguez-Martínez, Alberto Fernández, Fernando Maestu, Jesús Poza, Carlos Gómez, Absolute Power Spectral Density changes in the magnetoencephalographic activity during the transition from childhood to adulthood, Brain Topography, vol. 30 (1), pp. 87-97, Enero, 2017, DOI: 10.1007/s10548-016-0532-0 |
| Sandra Martins, Luis Álvarez, Alexandra M. Lopes, Ana Taborda, Vania Oliveira, Manuel Figueruelo, María Rodríguez, Roberto Hornero, María García, Jesús Poza, Miguel Arenas, Carlos Gómez, Nádia Pinto, Analysis and correlation between the genome and cerebral activity of late-onset Alzheimer's disease patients, Alzheimer's Global Summit 2017, pp. 57, Lisbon (Portugal), Septiembre 18 - Septiembre 22, 2017 |
| Lucía Martín, Patricia Caro, Carlos Gómez, Jesús Poza, Manuel Figueruelo, María Rodríguez, Resultados obtenidos en la actividad cerebral de beneficiarios de estimulación sensorial en sala Snoezelen, Alzheimer's Global Summit 2017, pp. 1, Lisbon (Portugal), Septiembre 18 - Septiembre 22, 2017 |
| Carlos Gómez, Fernando Vaquerizo-Villar, Jesús Poza, Saúl J. Ruiz-Gómez, Miguel A. Tola-Arribas, Mónica Cano, Roberto Hornero, Bispectral Analysis of Spontaneous EEG Activity from Patients with Moderate Dementia Due to Alzheimer’s Disease, 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, ISBN: 978-1-5090-2809-2, pp. 422-425, Jeju (South Korea), Julio 11 - Julio 15, 2017, DOI: 10.1109/EMBC.2017.8036852 |
| Jesús Poza, Alejandro Bachiller, Carlos Gómez, María García, Pablo Núñez, Javier Gomez-Pilar, Miguel A. Tola-Arribas, Mónica Cano, Roberto Hornero, Phase-Amplitude Coupling Analysis of Spontaneous EEG Activity in Alzheimer’s Disease, 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, ISBN: 978-1-5090-2809-2, pp. 2259-2262, Jeju (South Korea), Julio 11 - Julio 15, 2017 |
| Javier Gomez-Pilar, Juan José Navarrete, Claudia Gómez, María Isabel Pedraza, Marina Ruiz, Roberto Hornero, Ángel Luis Guerrero, Spectral analyses of spontaneous electroencephalografic activity in migraine: Preliminary results in a series of 29 patients, 3rd Congress of the European Academy of Neurology, pp. 23-27, Amsterdam (Netherlands), Junio 24 - Junio 27, 2017 |
| Saúl J. Ruiz-Gómez, Carlos Gómez, Jesús Poza, Pablo Núñez, Víctor Rodríguez-González, Miguel A. Tola-Arribas, Mónica Cano, Roberto Hornero, Caracterización de los Patrones de Flujo de Información en el EEG de Pacientes con Deterioro Cognitivo Leve, XXXV Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2017), ISBN: 978-84-9082-797-0, pp. 217-220, Bilbao (Spain), Noviembre 29 - Diciembre 1, 2017 |
| Pablo Núñez, Jesús Poza, Carlos Gómez, Saúl J. Ruiz-Gómez, Adrián Martín-Montero, Miguel A. Tola-Arribas, Mónica Cano, Roberto Hornero, Estudio de la conectividad neuronal dinámica en la enfermedad de Alzheimer, XXXV Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2017), ISBN: 978-84-9082-797-0, pp. 341-344, Bilbao (Spain), Noviembre 29 - Diciembre 1, 2017 |
| Claudia Gómez, Javier Gomez-Pilar, Juan José Navarrete, Marina Ruiz, David García Azorín, María Isabel Pedraza, Ángel Luis Guerrero, Roberto Hornero, Análisis espectral de actividad electroencefalográfica basal en pacientes migrañosos, LXIX Reunión Anual de la Sociedad Española de Neurología, pp. 20, Valencia (Spain), Noviembre 21 - Noviembre 25, 2017 |
| Carlos Gómez, Jesús Poza, Javier Gomez-Pilar, Lucía Martín, Pablo Núñez, María Rodríguez, Manuel Figueruelo, Saúl J. Ruiz-Gómez, Roberto Hornero, Caracterización de la actividad neuronal en pacientes con enfermedad de Alzheimer tras una sesión de estimulación multisensorial, VII Congreso Nacional de Alzheimer 2017, pp. 1, Málaga (Spain), Noviembre 9 - Noviembre 11, 2017 |
| 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, Computer Methods and Programs in Biomedicine, vol. 136, pp. 1-9, Noviembre, 2016, DOI: 10.1016/j.cmpb.2016.08.008 |
| Javier Gomez-Pilar, Oscar Martin-Santiago, Vanessa Suazo, Sonia Ruiz de Azua, Ricardo Gallardo, Jesús Poza, Roberto Hornero, Vicente Molina, Association between EEG modulation, psychotic-like experiences and cognitive performance in the general population, Psychiatry and Clinical Neurosciences, vol. 70 (7), pp. 286-294, Julio, 2016, DOI: 10.1111/pcn.12390 |
| Oscar Martin-Santiago, Javier Gomez-Pilar, Alba Lubeiro, Marta Ayuso, Jesús Poza, Roberto Hornero, Myriam Fernandez, Sonia Ruiz de Azua, Cesar Valcarcel, Vicente Molina, Modulation of brain network parameters associated with subclinical psychotic symptoms, Progress in Neuro-Psychopharmacology & Biological Psychiatry, vol. 66, pp. 54-62, Abril, 2016, DOI: 10.1016/j.pnpbp.2015.11.010 |
| Amine Khadmaoui, Carlos Gómez, Jesús Poza, Alejandro Bachiller, Alberto Fernández, Javier Quintero, Roberto Hornero, MEG Analysis of Neural Interactions in Attention-Deficit/Hyperactivity Disorder, Computational Intelligence and Neuroscience, vol. 2016 (2016), pp. 8450241, Marzo, 2016, DOI: 10.1155/2016/8450241 |
| Vicente Molina, Alejandro Bachiller, Vanessa Suazo, Alba Lubeiro, Jesús Poza, Roberto Hornero, Noise power associated to decreased task-induced variability of brain electrical activity in schizophrenia, European Archives of Psychiatry and Clinical Neuroscience, vol. 266 (1), pp. 55-61, Enero, 2016, DOI: 10.1007/s00406-014-0569-6 |
| Alejandro Bachiller, Javier Gomez-Pilar, Jesús Poza, Pablo Núñez, Carlos Gómez, Alba Lubeiro, Vicente Molina, Roberto Hornero, Event-related phase-amplitude coupling: A comparative study, International Conference on NeuroRehabilitation (ICNR 2016), ISBN: 978-3-319-46668-2, pp. 757-761, La Granja (Segovia) (Spain), Octubre 18 - Octubre 21, 2016 |
| Pablo Núñez, Jesús Poza, Alejandro Bachiller, Javier Gomez-Pilar, Carlos Gómez, Alba Lubeiro, Vicente Molina, Roberto Hornero, Analysis of functional connectivity during an auditory oddball task in schizophrenia, International Conference on NeuroRehabilitation (ICNR 2016), ISBN: 978-3-319-46668-2, pp. 751-755, La Granja (Segovia) (Spain), Octubre 18 - Octubre 21, 2016 |
| Celia Juan-Cruz, Carlos Gómez, Jesús Poza, Alberto Fernández, Roberto Hornero, Assessment of Effective Connectivity in Alzheimer's Disease Using Granger Causality, International Conference on NeuroRehabilitation (ICNR 2016), ISBN: 978-3-319-46668-2, pp. 763-767, La Granja (Segovia) (Spain), Octubre 18 - Octubre 21, 2016 |
| Celia Juan-Cruz, Carlos Gómez, Jesús Poza, Alberto Fernández, Roberto Hornero, Analysis of Magnetoencephalography Signals from Alzheimer's Disease Patients Using Granger Causality, 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, ISBN: 978-1-4577-0220-4, pp. 724-727, Orlando (United States), Agosto 16 - Agosto 20, 2016 |
| Carlos Gómez, Jesús Poza, Javier Gomez-Pilar, Alejandro Bachiller, Celia Juan-Cruz, Miguel A. Tola-Arribas, Alicia Carreres, Mónica Cano, Roberto Hornero, Analysis of Spontaneous EEG Activity in Alzheimer's Disease Using Cross-Sample Entropy and Graph Theory, 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, ISBN: 978-1-4577-0220-4, pp. 2830-2833, Orlando (United States), Agosto 16 - Agosto 20, 2016 |
| 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, 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, ISBN: 978-1-4577-0220-4, pp. 700-703, Orlando (United States), Agosto 16 - Agosto 20, 2016 |
| 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, 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, ISBN: 978-1-4577-0220-4, pp. 3724-3727, Orlando (United States), Agosto 16 - Agosto 20, 2016 |
| Pablo Núñez, Jesús Poza, Carlos Gómez, Saúl J. Ruiz-Gómez, Miguel A. Tola-Arribas, Mónica Cano, Roberto Hornero, Análisis de los patrones de conectividad neuronal mediante EEG en la enfermedad de Alzheimer, XXXIV Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2016), ISBN: 978-84-9048-531-6, pp. 240-243, Valencia (Spain), Noviembre 23 - Noviembre 25, 2016 |
| Jesús Poza, Carlos Gómez, Alejandro Bachiller, Pablo Núñez, Javier Gomez-Pilar, María García, Miguel A. Tola-Arribas, Mónica Cano, Roberto Hornero, Direccionalidad del flujo de información de la actividad electroencefalográfica en la Enfermedad de Alzheimer, XXXIV Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2016), ISBN: 978-84-9048-531-6, pp. 198-201, Valencia (Spain), Noviembre 23 - Noviembre 25, 2016 |
| Saúl J. Ruiz-Gómez, Carlos Gómez, Jesús Poza, Alberto Fernández, Pablo Núñez, Roberto Hornero, Análisis de la actividad MEG en pacientes con deterioro cognitivo leve mediante la probabilidad de sincronización y parámetros derivados de la teoría de redes complejas, XXXIV Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2016), ISBN: 978-84-9048-531-6, pp. 404-407, Valencia (Spain), Noviembre 23 - Noviembre 25, 2016 |
| Carlos Gómez, Jesús Poza, Javier Gomez-Pilar, Lucía Martín, Pablo Núñez, María Rodríguez, Manuel Figueruelo, Saúl J. Ruiz-Gómez, Roberto Hornero, Caracterización de la actividad neuronal en pacientes con la enfermedad de Alzheimer tras una sesión de estimulación multisensorial, XXXIV Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2016), ISBN: 978-84-9048-531-6, pp. 400-403, Valencia (Spain), Noviembre 23 - Noviembre 25, 2016 |
| Alejandro Bachiller, Sergio Romero, Vicente Molina, Joan Francesc Alonso, Miguel A. Mañanas, Jesús Poza, Roberto Hornero, Auditory P3a and P3b neural generators in schizophrenia: An adaptive sLORETA P300 localization approach, Schizophrenia Research, vol. 169, pp. 318-325, Diciembre, 2015, DOI: 10.1016/j.schres.2015.09.028 |
| Alejandro Bachiller, Alba Lubeiro, Álvaro Díez, Vanessa Suazo, Cristina Domínguez, José A. Blanco, Marta Ayuso, Roberto Hornero, Jesús Poza, Vicente Molina, Decreased entropy modulation of EEG response to novelty and relevance in schizophrenia during a P300 task, European Archives of Psychiatry and Clinical Neuroscience, vol. 265, pp. 525-535, Septiembre, 2015, DOI: 10.1007/s00406-014-0525-5 |
| 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, vol. 17, pp. 5241-5256, Julio, 2015, DOI: 10.3390/e17085241 |
| Jesús Monge, Carlos Gómez, Jesús Poza, Alberto Fernández, Javier Quintero, Roberto Hornero, MEG analysis of neural dynamics in Attention-Deficit/Hyperactivity Disorder with Fuzzy Entropy, Medical Engineering & Physics, vol. 37 (4), pp. 416-423, Abril, 2015, DOI: 10.1016/j.medengphy.2015.02.006 |
| Alejandro Bachiller, Jesús Poza, Carlos Gómez, Vicente Molina, Vanessa Suazo, Roberto Hornero, A comparative study of event-related coupling patterns during an auditory oddball task in schizophrenia, Journal of Neural Engineering, vol. 12 (1), pp. 016007, Enero, 2015, DOI: 10.1088/1741-2560/12/1/016007 |
| Alba Lubeiro, Javier Gomez-Pilar, Roberto Hornero, Vicente Molina, Neural dynamic characterization using Small-World measurements in schizophrenia, Scientific Congress of FEBiotec (SCIBAC), pp. 1, Salamanca (Spain), Julio 8 - Julio 10, 2015 |
| Carlos Gómez, Jesús Poza, María Rodríguez, Manuel Figueruelo, Javier Gomez-Pilar, Roberto Hornero, Caracterización de la actividad neuronal en enfermos de Alzheimer tras su participación en el programa de estimulación Un, Dos, Tres… A recordar esta vez, XXXIII Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2015), ISBN: 978-84-608-3354-3, pp. 27-30, Madrid (Spain), Noviembre 4 - Noviembre 6, 2015 |
| Javier Gomez-Pilar, Jesús Poza, Alejandro Bachiller, Carlos Gómez, Vicente Molina, Roberto Hornero, Caracterización de la Dinámica en la Eficiencia de la Red Neuronal en Esquizofrenia en Tarea Cognitiva Auditiva, XXXIII Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2015), ISBN: 978-84-608-3354-3, pp. 167-170, Madrid (Spain), Noviembre 4 - Noviembre 6, 2015 |
| 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 in Neuroinformatics, vol. 8, pp. 9, Febrero, 2014, DOI: 10.3389/fninf.2014.00009 |
| Jesús Poza, Carlos Gómez, María García, Rebeca Corralejo, Alberto Fernández, Roberto Hornero, Analysis of neural dynamics in mild cognitive impairment and Alzheimer's disease using the wavelet turbulence, Journal of Neural Engineering, vol. 11 (2), pp. 026010, Febrero, 2014, DOI: 10.1088/1741-2560/11/2/026010 |
| Alejandro Bachiller, Álvaro Díez, Vanessa Suazo, Cristina Domínguez, Marta Ayuso, Roberto Hornero, Jesús Poza, Vicente Molina, Decreased spectral entropy modulation in patients with schizophrenia during a P300 task, European Archives of Psychiatry and Clinical Neuroscience, vol. 264, pp. 533-543, Febrero, 2014, DOI: 10.1007/s00406-014-0488-6 |
| 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, 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society Conference, ISBN: 978-1-4244-7928-3, pp. 1501-1504, Chicago (United States), Agosto 27 - Agosto 31, 2014 |
| Carlos Gómez, Jesús Poza, Jesús Monge, Alberto Fernández, Roberto Hornero, Analysis of Magnetoencephalography Recordings from Alzheimer’s Disease Patients Using Embedding Entropies, 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society Conference, ISBN: 978-1-4244-7928-3, pp. 702-705, Chicago (United States), Agosto 27 - Agosto 31, 2014 |
| Carlos Gómez, Jesús Poza, María García, Alberto Fernández, Roberto Hornero, Nonlinear Analysis of Spontaneous MEG Activity in Alzheimer's Disease, Focus on Nonlinear Analysis Research, pp. 103-118Nova Science Publishers Inc, Editors: Gualtiero Padovani, Manuel Occhino. ISBN: 978-1-62417-350-9, 2013 |
| Jesús Poza, Carlos Gómez, María García, Alejandro Bachiller, Alberto Fernández, Roberto Hornero, Analysis of MEG Activity across the Life Span Using Statistical Complexity, XIII Mediterranean Conference on Medical and Biological Engineering and Computing, ISBN: 978-3-319-00845-5, pp. 583-586, Sevilla (Spain), Septiembre 25 - Septiembre 28, 2013 |
| Alejandro Bachiller, Jesús Poza, Carlos Gómez, Vicente Molina, Vanessa Suazo, Álvaro Díez, Roberto Hornero, Graph-Theoretical Analysis in Schizophrenia Performing an Auditory Oddball Task, XIII Mediterranean Conference on Medical and Biological Engineering and Computing, ISBN: 978-3-319-00845-5, pp. 799-802, Sevilla (Spain), Septiembre 25 - Septiembre 28, 2013 |
| Carlos Gómez, Jesús Poza, Alberto Fernández, Alejandro Bachiller, Javier Gomez-Pilar, Roberto Hornero, Entropy Analysis of MEG Background Activity in Attention-Deficit/Hyperactivity Disorder, 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society Conference, ISBN: 978-1-4577-0214-3, pp. 5057-5060, Osaka (Japan), Julio 3 - Julio 7, 2013 |
| 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, 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society Conference, ISBN: 978-1-4577-0214-3, pp. 5990-5993, Osaka (Japan), Julio 3 - Julio 7, 2013 |
| Alberto Fernández, Pilar Zuluaga, Daniel Abásolo, Carlos Gómez, Anahi Serra, María Andreina Méndez, Roberto Hornero, Brain oscillatory complexity across the life-span, Clinical Neurophysiology, vol. 123 (11), pp. 2154-2162, Noviembre, 2012, DOI: 10.1016/j.clinph.2012.04.025 |
| Ricardo Bruña, Jesús Poza, Carlos Gómez, Alberto Fernández, María García, Roberto Hornero, Analysis of spontaneous MEG activity in mild cognitive impairment and Alzheimer's disease using spectral entropies and statistical complexity measures, Journal of Neural Engineering, vol. 9 (3), pp. 036007, Junio, 2012, DOI: 10.1088/1741-2560/9/3/036007 |
| Jesús Poza, Carlos Gómez, Alejandro Bachiller, Roberto Hornero, Spectral and non-linear analyses of spontaneous MEG activity in Alzheimer’s disease, Journal of Healthcare Engineering, vol. 3 (2), pp. 299-322, Junio, 2012, DOI: 10.1260/2040-2295.3.2.299 |
| María Andreina Méndez, Pilar Zuluaga, Alfonso Rodríguez-Palancas, Roberto Hornero, Carlos Gómez, Javier Escudero, Tomás Ortiz, Alberto Fernández, Complexity analysis of spontaneous brain activity: effects of depression and antidepressant treatment, Journal of Psychopharmacology, vol. 26 (5), pp. 636-643, Mayo, 2012, DOI: 10.1177/0269881111408966 |
| Jesús Poza, Carlos Gómez, María García, Alberto Fernández, Roberto Hornero, Analysis of Spontaneous MEG Activity in Mild Cognitive Impairment using the Wavelet Turbulence, 4th International Conference on Neural Computation Theory and Applications (NCTA 2012), ISBN: 978-989-8565-33-4, pp. 721-726, Barcelona (Spain), Octubre 5 - Octubre 5, 2012 |
| Carlos Gómez, Mario Martínez-Zarzuela, Jesús Poza, Francisco Javier Díaz, Alberto Fernández, Roberto Hornero, Synchrony analysis of spontaneous MEG activity in Alzheimer’s disease patients, 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society , ISBN: 978-1-4244-4120-4, pp. 6188-6191, San Diego (United States), Agosto 28 - Septiembre 1, 2012 |
| Carlos Gómez, Kim T. E. Olde Dubbelink, Cornelis J. Stam, Daniel Abásolo, Henk W. Berendse, Roberto Hornero, Complexity analysis of resting-state MEG activity in early-stage Parkinson's disease patients, Annals of Biomedical Engineering, vol. 12 (39), pp. 2935-2944, Diciembre, 2011, DOI: 10.1007/s10439-011-0416-0 |
| Alberto Fernández, Marcos Ríos-Lago, Daniel Abásolo, Roberto Hornero, Juan Alvarez-Linera, Nuria Paul, Fernando Maestu, Tomás Ortiz, The correlation between white-matter microstructure and the complexity of spontaneous brain activity: a difussion tensor imaging-MEG study, Neuroimage, vol. 57 (4), pp. 1300-1307, Agosto, 2011, DOI: 10.1016/j.neuroimage.2011.05.079 |
| Javier Escudero, Roberto Hornero, Daniel Abásolo, Alberto Fernández, Quantitative Evaluation of Artifact Removal in Real Magnetoencephalogram Signals With Blind Source Separation, Annals of Biomedical Engineering, vol. 39 (8), pp. 2274-2286, Agosto, 2011, DOI: 10.1007/s10439-011-0312-7 |
| Alberto Fernández, María-Inés López-Ibor, Agustín Turrero, Juan-Matías Santos, María-Dolores Morón, Roberto Hornero, Carlos Gómez, María Andreina Méndez, Tomás Ortiz, Juan J. López-Ibor, Lempel-Ziv complexity in schizophrenia: a MEG study, Clinical Neurophysiology, vol. 122 (7), pp. 2227-2235, Julio, 2011, DOI: 10.1016/j.clinph.2011.04.011 |
| Javier Escudero, Saeid Sanei, Delaram Jarchi, Daniel Abásolo, Roberto Hornero, Regional coherence evaluation in mild cognitive impairment and Alzheimer's disease based on adaptively extracted magnetoencephalogram rhythms, Physiological Measurement, vol. 32 (8), pp. 1163-1180, Junio, 2011, DOI: 10.1088/0967-3334/32/8/011 |
| Joan Francesc Alonso, Jesús Poza, Miguel A. Mañanas, Sergio Romero, Alberto Fernández, Roberto Hornero, MEG connectivity analysis in patients with Alzheimer's disease using cross mutual information and spectral coherence, Annals of Biomedical Engineering, vol. 39 (1), pp. 524-536, Enero, 2011, DOI: 10.1007/s10439-010-0155-7 |
| Jesús Poza, Roberto Hornero, Time-Frequency Analysis of MEG activity in Alzheimer’s Disease, Recent Advances in Biomedical Signal Processing, pp. 123-140Bentham eBooks, Editors: Juan M. Górriz, Elmar W. Lang , Javier Ramírez. ISBN: 978-1-60805-218-9, 2011 |
| Carlos Gómez, Jesús Poza, María García, Alberto Fernández, Roberto Hornero, Regularity analysis of spontaneous MEG activity in Attention-Deficit/Hyperactivity Disorder, 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, ISBN: 978-1-4244-4122-8, pp. 1765-1768, Boston (United States), Agosto 30 - Septiembre 3, 2011 |
| Javier Escudero, Roberto Hornero, Daniel Abásolo, Consistency of the Blind Source Separation Computed With Five Common Algorithms for Magnetoencephalogram Background Activity, Medical Engineering & Physics, vol. 32 (10), pp. 1137-1144, Diciembre, 2010, DOI: 10.1016/j.medengphy.2010.08.005 |
| Alberto Fernández, María Andreina Méndez, Roberto Hornero, Tomás Ortiz, Juan J. López-Ibor, Análisis de complejidad de la actividad cerebral y trastornos mentales, Actas Espanolas de Psiquiatria, vol. 38 (4), pp. 229-237, Septiembre, 2010 |
| Alberto Fernández, Roberto Hornero, Carlos Gómez, Agustín Turrero, Pedro Gil-Gregorio, Juan Matías-Santos, Tomás Ortiz, Complexity analysis of spontaneous brain activity in Alzheimer's Disease and Mild Cognitive Impairment: a MEG Study, Alzheimer Disease & Associated Disorders, vol. 24 (2), pp. 182-189, Junio, 2010, DOI: 10.1097/WAD.0b013e3181c727f7 |
| Carlos Gómez, Jesús Poza, Javier Escudero, Daniel Abásolo, Alberto Fernández, Roberto Hornero, Aplicación de métodos no lineales a las señales de magnetoencefalogramas para valorar el daño cerebral en enfermos de deterioro cognitivo leve, Trauma, vol. 21 (4), pp. 241-250, Octubre, 2010 |
| Javier Escudero, Roberto Hornero, Daniel Abásolo, Alberto Fernández, Comparison of Blind Source Separation Preprocessings Applied to Magnetoencephalogram Recordings to Improve the Classification of Alzheimer’s Disease Patients, International Journal of Bioelectromagnetism, vol. 12 (4), pp. 183-189, Agosto, 2010 |
| Carlos Gómez, Roberto Hornero, Entropy and complexity analyses in Alzheimer’s disease: an MEG study, The Open Biomedical Engineering Journal, vol. 4, pp. 223-235, Enero, 2010, DOI: 10.2174/1874120701004010223 |
| Ricardo Bruña, Jesús Poza, Carlos Gómez, Alberto Fernández, Roberto Hornero, Analysis of spontaneous MEG activity in mild cognitive impairment using spectral entropies and disequilibrium measures, 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, ISBN: 978-1-4244-4124-2, pp. 6296-6299, Buenos Aires (Argentina), Septiembre 1 - Septiembre 4, 2010 |
| Carlos Gómez, Daniel Abásolo, Jesús Poza, Alberto Fernández, Roberto Hornero, MEG analysis in Alzheimer's disease computing approximate entropy for different frequency bands, 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, ISBN: 978-1-4244-4124-2, pp. 2379-2382, Buenos Aires (Argentina), Septiembre 1 - Septiembre 4, 2010 |
| Javier Escudero, Roberto Hornero, Daniel Abásolo, Jesús Poza, Alberto Fernández, Applying Independent Component Analysis to the Artifact Detection Problem in Magnetoencephalogram Background Recordings, Encyclopedia of Healthcare Information Systems, pp. 84-92, Hershey, New York, Estados Unidos: IGI Global, Editors: Nilmini Wickramasinghe, Eliezer Geisler. ISBN: 978-1-59904-889-5, 2008 |
| Carlos Gómez, Roberto Hornero, Daniel Abásolo, Alberto Fernández, Javier Escudero, Regularity Analysis of the Magnetoencephalogram Background Activity in Alzheimer’s Disease Patients Using Auto Mutual Information, Encyclopedia of Healthcare Information Systems, pp. 1146-1152, Hershey, New York, Estados Unidos: IGI Global, Editors: Nilmini Wickramasinghe, Eliezer Geisler. ISBN: 978-1-59904-889-5, 2008 |
| Daniel Abásolo, Javier Escudero, Roberto Hornero, Pedro Espino, Carlos Gómez, Regularity Analysis of the Magnetoencephalogram Background Fractal dimension of the EEG in Alzheimer’s disease, Encyclopedia of Healthcare Information Systems, pp. 603-609, Hershey, New York, Estados Unidos: IGI Global, Editors: Nilmini Wickramasinghe, Eliezer Geisler. ISBN: 978-1-59904-889-5, 2008 |
| Carlos Gómez, Roberto Hornero, Ángela Mediavilla, Alberto Fernández, Daniel Abásolo, Nonlinear forecasting measurement of magnetoencephalogram recordings from Alzheimer's disease patients, 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, ISBN: 978-1-4244-1815-2, pp. 2153-2156, Vancouver (Canada), Agosto 20 - Agosto 25, 2008 |
| Jesús Poza, Roberto Hornero, Javier Escudero, Alberto Fernández, Carlos Gómez, Analysis of spontaneous MEG activity in Alzheimer's disease using time-frequency parameters, 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, ISBN: 978-1-4244-1815-2, pp. 5712-5715, Vancouver (Canada), Agosto 20 - Agosto 25, 2008 |
| Roberto Hornero, Daniel Abásolo, Jesús Poza, Carlos Gómez, Pedro Espino, Alberto Fernández, Análisis de la señal de electroencefalograma (EEG) y magnetoencefalograma (MEG) para la ayuda en el diagnóstico de la enfermedad de Alzheimer, Procesado de Señales Biomédicas, pp. 117-146Ediciones de la Universidad de Castilla-La Mancha, Editors: Pedro A. Carrión Pérez, Juan Ródenas García, José Joaquín Rieta Ibáñez. ISBN: 978-84-8427-541-1, 2007 |
| Carlos Gómez, Ángela Mediavilla, Roberto Hornero, Alberto Fernández, Javier Escudero, Estimación de la dimensión fractal de Higuchi en magnetoencefalogramas de enfermos de Alzheimer, XXV Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2007), ISBN: 84-612-0369-7, pp. 168-171, Cartagena (Spain), Noviembre 14 - Noviembre 16, 2007 |
| Javier Escudero, Roberto Hornero, Daniel Abásolo, Carlos Gómez, Alberto Fernández, Separación ciega de fuentes para realzar características espectrales y no lineales del magnetoencefalograma en pacientes de la enfermedad de Alzheimer, XXV Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB 2007), ISBN: 84-612-0369-7, pp. 222-225, Cartagena (Spain), Noviembre 14 - Noviembre 16, 2007 |
| Daniel Abásolo, Roberto Hornero, Pedro Espino, Alonso Alonso, Análisis no lineal de la señal de electroencefalograma (EEG) para la ayuda en el diagnóstico de la enfermedad de Alzheimer, Revista Esalud.Com, vol. 2 (6), 2006 |
| Daniel Abásolo, Roberto Hornero, Pedro Espino, Jesús Poza, Clara I. Sánchez, Ramón de la Rosa, Analysis of regularity in the EEG background activity of Alzheimer's disease patients with Approximate Entropy, Clinical Neurophysiology, vol. 116 (8), pp. 1826-1834, Agosto, 2005, DOI: 10.1016/j.clinph.2005.04.001 |
| Carlos Gómez, Roberto Hornero, Alberto Fernández, Daniel Abásolo, Miguel López-Coronado, Decreased Lempel-Ziv complexity in Alzheimer's disease patients' magnetoencephalograms, 27th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, ISBN: 0-7803-7789-3, pp. 4514-4517, Shanghai (China), Septiembre 1 - Septiembre 4, 2005 |
| Daniel Abásolo, Carlos Gómez, Jesús Poza, María García, Clara I. Sánchez, Miguel López-Coronado, EEG background activity analysis in Alzheimer’s disease patients with sample entropy, 2nd International Conference on Computational Bioengineering, ISBN: 972-8469-37-3, pp. 1067-1076, Lisboa (Portugal), Junio 3 - Junio 4, 2005 |
| Carlos Gómez, Roberto Hornero, Daniel Abásolo, Alberto Fernández, Tomás Ortiz, Miguel López-Coronado, Approximate Entropy Analysis of the Magnetoencephalograms in Alzheimer's Disease Patients, 2nd International Conference on Computational Bioengineering, ISBN: 972-8469-37-3, pp. 1055-1065, Lisboa (Portugal), Junio 3 - Junio 4, 2005 |
| Roberto Hornero, Daniel Abásolo, Jesús Poza, Clara I. Sánchez, Pedro Espino, Ramón de la Rosa, Use of Wavelets Packets to Compare Electroencephalogram Signals (EEG) in Patients with Alzheimer’s Disease and Control Subjects, 11th International Workshop on Systems, Signals and Image Processing (IWSSIP’2004), ISBN: 83-906074-8-4, pp. 35-38, Poznan (Poland), Septiembre 13 - Septiembre 15, 2004 |