Publications

Publicación de artículo "Joint fiber and MEC deployment for sparsely populated areas"en revista JOCN

Camilo Anzola Rojas
URL: https://opg.optica.org/jocn/fulltext.cfm?uri=jocn-16-1-45&id=544821 DOI: 10.1364/JOCN.500429

Publicación como primera autora: Computers in Biology and Medicine, Diciembre, 2023, vol. 167, pp. 107628. https://doi.org/10.1016/j.compbiomed.2023.107628

Clara García Vicente
Publicación como primera autora del artículo científico "ECG-based Convolutional Neural Network in Pediatric Obstructive Sleep Apnea Diagnosis" en revista indexada en JCR (primer decil). https://doi.org/10.1016/j.compbiomed.2023.107628.

Publicación como co-autor en Frontiers in Human Neuroscience

Diego Marcos Martínez
Título: Combining brain-computer interfaces and multiplayer video games: an application based on c-VEPs Autores: Selene Moreno-Calderón, Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Sergio Pérez-Velasco, Diego Marcos-Martínez, Roberto Hornero1 DOI: https://doi.org/10.3389/fnhum.2023.1227727

Publicación como co-autor en Computer Methods and Programs in Biomedicine

Diego Marcos Martínez
Título: MEDUSA©: A novel Python-based software ecosystem to accelerate brain-computer interface and cognitive neuroscience research Autores: Eduardo Santamaría-Vázquez, Víctor Martínez-Cagigal, Diego Marcos-Martínez, Víctor Rodríguez-González, Sergio Pérez-Velasco, Selene Moreno-Calderón, Roberto Hornero DOI: https://doi.org/10.1016/j.cmpb.2023.107357

Publicación como co-autor en Expert Systems With Applications

Diego Marcos Martínez
Título: Non-binary m-sequences for more comfortable brain–computer interfaces based on c-VEPs Autores: Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Sergio Pérez-Velasco, Diego Marcos-Martínez, Selene Moreno-Calderón, Roberto Hornero DOI: https://doi.org/10.1016/j.eswa.2023.120815

Publicación como co-autor en Computer Methods and Programs in Biomedicine

Diego Marcos Martínez
Título: Robust asynchronous control of ERP-Based brain-Computer interfaces using deep learning Autores: Eduardo Santamaría-Vázquez, Víctor Martínez-Cagigal, Sergio Pérez-Velasco, Diego Marcos-Martínez, Roberto Hornero DOI: https://doi.org/10.1016/j.cmpb.2022.106623

Publicación como primer autor en Computers in Biology and Medicine

Diego Marcos Martínez
Título: ITACA: An open-source framework for Neurofeedback based on Brain–Computer Interfaces Author links open overlay panel Autores: Diego Marcos-Martínez, Eduardo Santamaría-Vázquez, Víctor Martínez-Cagigal, Sergio Pérez-Velasco, Víctor Rodríguez-González, Ana Martín-Fernández, Selene Moreno-Calderón, Roberto Hornero DOI: https://doi.org/10.1016/j.compbiomed.2023.107011

Publicación como co-autor en publicación en IEEE Transactions on Neural Systems and Rehabilitation Engineering

Diego Marcos Martínez
Título: EEGSym: Overcoming Inter-Subject Variability in Motor Imagery Based BCIs With Deep Learning Autores: Sergio Pérez-Velasco; Eduardo Santamaría-Vázquez; Víctor Martínez-Cagigal; Diego Marcos-Martínez; Roberto Hornero DOI: https://doi.org/10.1109/TNSRE.2022.3186442

Publicación: "Spherical means-based free-water volume fraction from diffusion MRI increases non-linearly with age in the white matter of the healthy human brain"

Guillem París Bandrés
Tomasz Pieciak, Guillem París, Dani Beck, Ivan I Maximov, Antonio Tristán-Vega, Rodrigo de Luis-García, Lars T Westlye, Santiago Aja-Fernández. Spherical means-based free-water volume fraction from diffusion MRI increases non-linearly with age in the white matter of the healthy human brain. Neuroimage 279, pp. 120324. Elsevier, 2023. DOI:https://doi.org/10.1016/j.neuroimage.2023.120324

Paper entitled: Multimodal video and IMU kinematic dataset on daily life activities using affordable devices.

Javier González Alonso
Link: https://doi.org/10.1038/s41597-023-02554-9 Colaboración de la Universidad de Valladolid con: University of Applied Sciences and Arts Western Switzerland (HES-SO) Valais-Wallis, Switzerland and Medical faculty, University of Geneva, Switzerland. Contribución: desarrollo de sensores IMU personalizados, medición de sujetos, recopilación y procesamiento de datos para la Base de Datos publicada.

Paper entitled: Custom IMU-Based Wearable System for Robust 2.4 GHz Wireless Human Body Parts Orientation Tracking and 3D Movement Visualization on an Avatar.

Javier González Alonso
González-Alonso, Javier. Custom IMU-Based Wearable System for Robust 2.4 GHz Wireless Human Body Parts Orientation Tracking and 3D Movement Visualization on an Avatar. En: Sensors. 2021; 21(19):6642. DOI: 10.3390/s21196642.

Paper entitled: Development of an end-to-end hardware and software pipeline for affordable and feasible ergonomics assessment in the automotive industry

Javier González Alonso
González-Alonso, Javier. Development of an end-to-end hardware and software pipeline for affordable and feasible ergonomics assessment in the automotive industry. En: Safety Science, Volume 173, 2024, 106431, ISSN 0925-7535. DOI: 10.1016/j.ssci.2024.106431.

Artículo: ECG-based Convolutional Neural Network in Pediatric Obstructive Sleep Apnea Diagnosis

Jorge Jimenez Garcia
C García-Vicente, GC Gutiérrez-Tobal, J Jiménez-García, A Martín-Montero, D Gozal, R Hornero. ECG-based Convolutional Neural Network in Pediatric Obstructive Sleep Apnea Diagnosis. Computers in Biology and Medicine 2023, vol 167, pp 107628. DOI: 10.1016/j.compbiomed.2023.107628 IF 7.7, D1 categoría JCR 'Mathematical and Computational Biology'

Artículo: An explainable deep-learning architecture for pediatric sleep apnea identification from overnight airflow and oximetry signals

Jorge Jimenez Garcia
J Jiménez-García, M García, GC Gutiérrez-Tobal, L Kheirandish-Gozal, F Vaquerizo-Villar, D Álvarez, F del Campo, D Gozal, R Hornero. An explainable deep-learning architecture for pediatric sleep apnea identification from overnight airflow and oximetry signals. Biomed. Signal Process. Control 2024, vol 87 pp 105490. DOI: 10.1016/j.bspc.2023.105490 IF 5.1, Q2 categoría JCR 'Engineering, Biomedical'

Challenges and opportunities in European smart buildings energy management: A critical review

Jose Luis Hernandez Garcia
Artículo "Challenges and opportunities in European smart buildings energy management: A critical review" en la revista "Renewable and Sustainable Energy Reviews". En dicho artículo se hace un análisis del estado del arte sobre edificios inteligentes, su gestión eficiente, aplicación de modelos de datos BIM y aplicación del SRI, extrayendo las oportunidades de investigación en dicho ámbito.

Aceptación de INCE

Mario Villaizán Vallelado
Aceptación para publicación de "Graph Neural Network contextual embedding for Deep Learning on tabular data" en la revista "Neural Networks". DOI: https://doi.org/10.1016/j.neunet.2024.106180

Publicación paper en la revista The Journal of Headache and Pain

Rafael Navarro González
Publicación paper en la revista The Journal of Headache and Pain: Increased MRI-based Brain Age in chronic migraine patients

Publicación como co-autor en Computers in Biology and Medicine

Sergio Pérez Velasco
Título: ITACA: An open-source framework for Neurofeedback based on Brain–Computer Interfaces Autores: Diego Marcos-Martínez, Eduardo Santamaría-Vázquez, Víctor Martínez-Cagigal, Sergio Pérez-Velasco, Víctor Rodríguez-González, Ana Martín-Fernández, Selene Moreno-Calderón, Roberto Hornero DOI: https://doi.org/10.1016/j.compbiomed.2023.107011

Publicación como co-autor en Expert Systems With Applications

Sergio Pérez Velasco
Publicación en revista indexada JCR "Expert Systems with Applications". Título: Non-binary m-sequences for more comfortable brain–computer interfaces based on c-VEPs Autores: Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Sergio Pérez-Velasco, Diego Marcos-Martínez, Selene Moreno-Calderón, Roberto Hornero DOI: https://doi.org/10.1016/j.eswa.2023.120815

Publicación como co-autor en Computer Methods and Programs in Biomedicine

Sergio Pérez Velasco
Título: MEDUSA©: A novel Python-based software ecosystem to accelerate brain-computer interface and cognitive neuroscience research Autores: Eduardo Santamaría-Vázquez, Víctor Martínez-Cagigal, Diego Marcos-Martínez, Víctor Rodríguez-González, Sergio Pérez-Velasco, Selene Moreno-Calderón, Roberto Hornero DOI: https://doi.org/10.1016/j.cmpb.2023.107357

Publicación como co-autor en Entropy

Sergio Pérez Velasco
Título: Neurofeedback Training Based on Motor Imagery Strategies Increases EEG Complexity in Elderly Population, Autores: Diego Marcos-Martínez, Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Sergio Pérez-Velasco, Roberto Hornero, DOI: https://doi.org/10.3390/e23121574

Unraveling motor imagery brain patterns using explainable artificial intelligence based on shapley values

Sergio Pérez Velasco
Escritura y publicación de artículo en revista indexada JCR "Computer Methods and Programs in Biomedicine" con doi: https://doi.org/10.1016/j.cmpb.2024.108048

Publicación como co-autor en Frontiers in Human Neuroscience

Sergio Pérez Velasco
Publicación en revista indexada JCR "Frontiers in Human Neuroscience" Título: Combining brain-computer interfaces and multiplayer video games: an application based on c-VEPs Autores: Selene Moreno-Calderón, Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Sergio Pérez-Velasco, Diego Marcos-Martínez, Roberto Hornero DOI: https://doi.org/10.3389/fnhum.2023.1227727

Publicación como co-autor en Computer Methods and Programs in Biomedicine

Sergio Pérez Velasco
Título: Robust Asynchronous Control of ERP-Based Brain-Computer Interfaces using Deep Learning Autores: Eduardo Santamaría-Vázquez, Víctor Martínez-Cagigal, Sergio Pérez-Velasco, Diego Marcos-Martínez, Roberto Hornero DOI: https://doi.org/10.1016/j.cmpb.2022.106623

Publicación como co-autor en Journal of Neural Engineering

Sergio Pérez Velasco
Título: Brain–computer interfaces based on code-modulated visual evoked potentials (c-VEP): a literature review, Autores: Víctor Martínez-Cagigal, Jordy Thielen, Eduardo Santamaría-Vázquez, Sergio Pérez-Velasco, Peter Desain, Roberto Hornero, DOI: https://doi.org/10.1088/1741-2552/ac38cf

Hernández Moral, G., et al. Modular Big Data Applications for Energy Services in Buildings and Districts: Digital Twins, Technical Building Management Systems and Energy Savings Calculations. En: Doukas, H., Marinakis, V., Sarmas, E. (eds) Machine Learning Applications for Intelligent Energy Management. Learning and Analytics in Intelligent Systems, vol. 35.

Sofia Mulero Palencia
Hernández Moral,G.,et al. Modular Big Data Applications for Energy Services in Buildings and Districts: Digital Twins, Technical Building Management Systems and Energy Savings Calculations.En: Doukas, H., Marinakis, V., Sarmas, E.(eds) Machine Learning Applications for Intelligent Energy Management,v.35. Springer,2024,pp.45-62.DOI:10.1007/978-3-031-47909-0_3

Mulero-Palencia, S., Serrano, A.H. Drawing Behavioural Insights from Members of Social Innovations in the Energy Sector Through Cluster Analysis: A Comparative Study in Portugal. En: Caetano, N.S., Felgueiras, M.C. (eds) The 9th International Conference on Energy and Environment Research. ICEER 2022.

Sofia Mulero Palencia
Mulero-Palencia, S., Serrano, A.H. Drawing Behavioural Insights from Members of Social Innovations in the Energy Sector Through Cluster Analysis: A Comparative Study in Portugal. En: Caetano, N.S., Felgueiras, M.C. (eds) The 9th International Conference on Energy and Environment Research.Environmental Science and Engineering. Cham: Springer, 2023, pp. 333-342. DOI: 10.1007/978-3-031-43559-1_33

Hernández Moral, G., et al. Big data supported analytics for next generation energy performance certificates. En: Doukas, H., Marinakis, V., Sarmas, E. (eds) Machine learning applications for intelligent energy management. Learning and Analytics in Intelligent Systems (Vol. 35).

Sofia Mulero Palencia
Hernández Moral, G., et al. Big data supported analytics for next generation energy performance certificates. En: Doukas, H., Marinakis, V., Sarmas, E. (eds) Machine learning applications for intelligent energy management. Learning and Analytics in Intelligent Systems, v.35. Cham: Springer, 2024, pp. 87-102. DOI: 10.1007/978-3-031-47909-0_6

Detection of Vulnerabilities in Smart Buildings Using the Shodan Tool. En: Electronics

Sofia Mulero Palencia
Mulero-Palencia, S., Monzon Baeza, V. Detection of Vulnerabilities in Smart Buildings Using the Shodan Tool. En: Electronics, 2023, v.12, nº 23, pp. 4815. DOI: 10.3390/electronics12234815

Artículo titulado "Exploring the disruptions of the neurophysiological organization in Alzheimer’s disease: An integrative approach", publicado en la revista "Computer Methods and Programs in Biomedicine"

Victor Gutiérrez De Pablo
Documento PDF del artículo publicado.

Publicación de artículo en Computers in Biology and Medicine

Adrián Martín Montero
Publicación como primer autor del artículo que lleva por título: "Pediatric sleep apnea: Characterization of apneic events and sleep stages using heart rate variability" en la revista Computers in Biology and Medicine: https://doi.org/10.1016/j.compbiomed.2023.106549

Publicación como primera autora: Applied Sciences, Marzo, 2023, 13(7), 4119. https://doi.org/10.3390/app13074119

Clara García Vicente
Publicación como primera autora del artículo científico "Evaluation of Synthetic Categorical Data Generation Techniques for Predicting Cardiovascular Diseases and Post-Hoc Interpretability of the Risk Factors". https://doi.org/10.3390/app13074119".

Paper Submitted in Springer Journal

Deevyankar Agarwal
Still review process is on going. Automated medical diagnosis of Alzheimer?s Disease using an Efficient Net Convolutional Neural Network Corresponding Author: Deevyankar Agarwal Journal of Medical Systems 7d42cab4-7701-4c83-8a1f-2ad4a775b640 | v.1.0

MEDUSA©: A novel Python-based software ecosystem to accelerate brain-computer interface and cognitive neuroscience research

Eduardo Santamaría Vázquez
Publicación en revista Computer Methods and Programs in Biomedicine (Q1)

Towards deep learning replacement of gadolinium in neuro-oncology: A review of contrast-enhanced synthetic MRI

Elisa Moya Sáez
Moya-Sáez E, de Luis-García R and Alberola-López C (2023) Toward deep learning replacement of gadolinium in neuro-oncology: A review of contrast-enhanced synthetic MRI. Front. Neuroimaging 2:1055463. doi: 10.3389/fnimg.2023.1055463

Application of Machine Learning Techniques to Help in the Feature Selection Related to Hospital Readmissions of Suicidal Behavior

Gema Anabel Castillo Sánchez
Application of Machine Learning Techniques to Help in the Feature Selection Related to Hospital Readmissions of Suicidal Behavior

Publicación: "Accurate free-water estimation in white matter from fast diffusion MRI acquisitions using the spherical means technique"

Guillem París Bandrés
Antonio Tristán Vega; Guillem París; Rodrigo Luis García; Santiago Aja Fernández. Accurate free-water estimation in white matter from fast diffusion MRI acquisitions using the spherical means technique. Magnetic Resonance in Medicine 87(2), pp. 1028–1035. Wiley, 2022. Link: https://onlinelibrary.wiley.com/doi/full/10.1002/mrm.28997

Publicación: "Diffusion sampling schemes: A generalized methodology with non-geometric criteria"

Guillem París Bandrés
Justino Rafael Rodríguez Galván; Guillem París; Antonio Tristán Vega; Carlos Alberola-López. Diffusion sampling schemes: A generalized methodology with non-geometric criteria. Magnetic Resonance in Medicine 89, pp. 2270–2280. Wiley, 2023. Link: https://onlinelibrary.wiley.com/doi/full/10.1002/mrm.29605

Publicación: "Anisotropy measure from three diffusion-encoding gradient directions"

Guillem París Bandrés
Santiago Aja-Fernández; Guillem París; Carmen Martín-Martín; Derek K. Jones; Antonio Tristán-Vega. Anisotropy measure from three diffusion-encoding gradient directions. Magnetic Resonance Imaging 88, pp. 38–43. Elsevier, 2022. Link: https://www.sciencedirect.com/science/article/pii/S0730725X22000145

Publicación: "Efficient estimation of propagator anisotropy and non-Gaussianity in multishell diffusion MRI with micro-structure adaptive convolution kernels and dual Fourier integral transforms"

Guillem París Bandrés
Guillem París; Tomasz Pieciak; Santiago Aja-Fernández; Antonio Tristán-Vega. Efficient estimation of propagator anisotropy and non-Gaussianity in multishell diffusion MRI with micro-structure adaptive convolution kernels and dual Fourier integral transforms. Magnetic Resonance in Medicine 89, pp. 440–453. Wiley, 2023. Link: https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/mrm.29435

Publicación: "HYDI-DSI revisited: constrained non-parametric EAP imaging without q-space re-gridding"

Guillem París Bandrés
Antonio Tristán-Vega; Tomasz Pieciak; Guillem París; Justino Rafael Rodríguez-Galván; Santiago Aja-Fernández. HYDI-DSI revisited: constrained non-parametric EAP imaging without q-space re-gridding. Medical Image Analysis 84, pp. 102728. Elsevier, 2023. Link: https://www.sciencedirect.com/science/article/pii/S1361841522003565

Publicación: "Free-water volume fraction increases non-linearly with age in the white matter of the healthy human brain"

Guillem París Bandrés
Tomasz Pieciak; Guillem París; Dani Beck, Ivan Maximov, Antonio Tristán-Vega, Rodrigo de Luis-García, Lars T Westlye, Santiago Aja-Fernández. Free-water volume fraction increases non-linearly with age in the white matter of the healthy human brain. [Actualmente en segundo ciclo de revisión] No link.

Machine Learning Models to Predict Readmission Risk of Patients with Schizophrenia in a Spanish Region

Isabel Herrera Montano
DOI 10.1007/s11469-022-01001-x

Systematic Review of Telemedicine and eHealth Systems Applied to Vascular Surgery

Isabel Herrera Montano
https://link.springer.com/article/10.1007/s10916-022-01895-z

Descriptive Analysis of Mobile Apps for Management of COVID-19 in Spain and Development of an Innovate App in that field

Isabel Herrera Montano
https://www.nature.com/articles/s41598-022-22601-6

Publicación en la revista "Fractal and Fractional"

Javier Del Pozo Velázquez
Del-Pozo-Velázquez, J.; Chamorro-Posada, P.; Aguiar-Pérez, J.M.; PérezJuárez, M.Á.; Casaseca-De-La-Higuera, P. Water Detection in Satellite Images Based on Fractal Dimension. Fractal Fract. 2022, 6, 657.

Capítulo de libro "Airflow Analysis in the Context of Sleep Apnea"

Jorge Jimenez Garcia
Barroso-García, V., Jiménez-García, J., Gutiérrez-Tobal, G.C., Hornero, R. Airflow Analysis in the Context of Sleep Apnea. En: Penzel, T., Hornero, R. (eds) Advances in the Diagnosis and Treatment of Sleep Apnea . Advances in Experimental Medicine and Biology, vol 1384. Springer, Cham. 2022 pp. 241-253. ISBN 978-3-031-06412-8 Disponible en: https://doi.org/10.1007/978-3-031-06413-5_14

Remitido artículo de divulgación para su publicación en la Revista General de Marina, con título "EL GPS ESTELAR (Parte II)"

Jose Luis Gutierrez Sacristan
Es continuación del artículo publicado en Octubre de 2022 en la misma revista. Realizado en coautoría con el C.F. Segio Borrallo Tirado, Jefe de la Sección de Efemérides del Real Instituto y Observatorio de la Armada. Se ha confirmado su aceptación. Se espera su publicación en la edición especial de Agosto-Septiembre de 2022. Extensión de doce páginas.

Digitalising cities: A methodology to map evaluation requirements into robust and feasible data collection approaches

Jose Luis Hernandez Garcia
Publicación del artículo "Digitalising cities: A methodology to map evaluation requirements into robust and feasible data collection approaches" en Acta Polytechnica CTU Proceedings, como consencuencia del congreso CESB'22. https://doi.org/10.14311/APP.2022.38.0183

Publicación en revista "Medical Image Analysis"

Justino Rafael Rodriguez Galvan
Antonio Tristán-Vega, Tomasz Pieciak, Guillem París, Justino R. Rodríguez-Galván, Santiago Aja-Fernández, HYDI-DSI revisited: Constrained non-parametric EAP imaging without q-space re-gridding, Medical Image Analysis, Volume 84, 2023, 102728, ISSN 1361-8415, https://doi.org/10.1016/j.media.2022.102728.

Publicación en revista "Magnetic Resonance in Medicine"

Justino Rafael Rodriguez Galvan
Rodríguez‐Galván, J. R., París, G., Tristán‐Vega, A., & Alberola‐López, C. (2023). Diffusion sampling schemes: A generalized methodology with nongeometric criteria. Magnetic Resonance in Medicine, 89(6), 2270-2280.

Publicación en la revista Journal of Healthcare Informatics Research

Miguel Alonso Felipe
Publicación del artículo "Application of Mixed Reality to ultrasound-guided femoral arterial cannulation during real-time practice in cardiac interventions". El diseño, desarrollo y refactorización software se ha llevado a cabo íntegramente por el doctorando durante más de 1 año siguiendo las directrices del Hospital Clínico Universitario y la tutela del Director de Tesis.

A Deep Learning Image System for Classifying High Oleic Sunflower Seed Varieties

Mikel Barrio Conde
Publicación del papaer: "A Deep Learning Image System for Classifying High Oleic Sunflower Seed Varieties"

Orchestrating ubiquitous learning situations about Cultural Heritage with Casual Learn mobile application

Pablo Garcia Zarza
Ruiz Calleja, A., Bote Lorenzo, M.L., Asensio Pérez, J.I., Villagrá Sobrino, S.L., Alonso Prieto, V., Gómez Sánchez, E., García Zarza, P., Serrano Iglesias, S., Vega Gorgojo, G. Orchestrating ubiquitous learning situations about Cultural Heritage with Casual Learn mobile application International Journal of Human-Computer Studies. 170, 102959, DOI: https://doi.org/10.1016/j.ijhcs.2022.102959, 2023

Machine Learning Models to Predict Readmission Risk of Patients with Schizophrenia in a Spanish Region

Susel Góngora Alonso
Susel Góngora Alonso, Isabel Herrera Montano, Juan Luis Martín Ayala, Joel J. P. C. Rodrigues, Manuel Franco-Martín, Isabel de la Torre Díez. "Machine Learning Models to Predict Readmission Risk of Patients with Schizophrenia in a Spanish Region", International Journal of Mental Health and Addiction, Published online: 17 January 2023. https://link.springer.com/article/10.1007/s11469-022-01001-x

Publicación de artículo en Sleep

Adrián Martín Montero
Publicación como primer autor del artículo que lleva por título: "Heart rate variability as a potential biomarker of pediatric obstructive sleep apnea resolution": https://doi.org/10.1093/sleep/zsab214

Co-autoría Publicación en Frontiers in Neuroscience

Adrián Martín Montero
Publicación como co-autor del artículo que lleva por título: "Pediatric Sleep Apnea: The Overnight Electroencephalogram as a Phenotypic Biomarker" en la revista Frontiers in Neuroscience: https://doi.org/10.3389/fnins.2021.644697

Publicación de artículo en Entropy

Adrián Martín Montero
Publicación como primer autor del artículo que lleva por título: "Bispectral Analysis of Heart Rate Variability to Characterize and Help Diagnose Pediatric Sleep Apnea" en la revista Entropy: https://doi.org/10.3390/e23081016

Transfer learning for Alzheimer’s disease through neuroimaging biomarkers: a systematic review

Deevyankar Agarwal
https://doi.org/10.3390/s21217259

End-to-End Deep Learning Architectures Using 3D Neuroimaging Biomarkers for Early Alzheimer’s Diagnosis

Deevyankar Agarwal
https://doi.org/10.3390/math10152575

Neurofeedback Training Based on Motor Imagery Strategies Increases EEG Complexity in Elderly Population

Eduardo Santamaría Vázquez
Enlace: https://doi.org/10.3390/e23121574

Brain–computer interface channel selection optimization using meta-heuristics and evolutionary algorithms

Eduardo Santamaría Vázquez
Enlace: https://doi.org/10.1016/j.asoc.2021.108176

Brain–computer interfaces based on code-modulated visual evoked potentials (c-VEP): a literature review

Eduardo Santamaría Vázquez
Enlace: https://doi.org/10.1088/1741-2552/ac38cf

Robust asynchronous control of ERP-Based brain-Computer interfaces using deep learning

Eduardo Santamaría Vázquez
Enlace: https://doi.org/10.1016/j.cmpb.2022.106623

Synthetic MRI improves Radiomics-based glioblastoma survival prediction

Elisa Moya Sáez
Moya-Sáez, E., Navarro-González, R., Cepeda, S., Pérez-Núñez, Á., de Luis-García, R., Aja-Fernández, S., & Alberola-López, C. Synthetic MRI improves Radiomics-based glioblastoma survival prediction. NMR in Biomedicine. DOI: 10.1002/nbm.4754

A deep learning approach for synthetic MRI based on two routine sequences and training with synthetic data.

Elisa Moya Sáez
Moya-Sáez, E., Peña-Nogales, Ó., de Luis-García, R., & Alberola-López, C. (2021). A deep learning approach for synthetic MRI based on two routine sequences and training with synthetic data. Computer Methods and Programs in Biomedicine, 210, 106371. DOI: 10.1016/j.cmpb.2021.106371

Online Mindfulness Experience for Emotional Support to Healthcare staff in times of Covid-19

Gema Anabel Castillo Sánchez
Online Mindfulness Experience for Emotional Support to Healthcare staff in times of Covid-19 Paper publicado.

Suicide risk assessment using machine learning and social networks: A scoping review

Gema Anabel Castillo Sánchez
Suicide risk assessment using machine learning and social networks: A scoping review

Sentiment Analysis Techniques Applied to Raw-Text Data from a Csq-8 Questionnaire about Mindfulness in Times of COVID-19 to Improve Strategy Generation

Gema Anabel Castillo Sánchez
Sentiment Analysis Techniques Applied to Raw-Text Data from a Csq-8 Questionnaire about Mindfulness in Times of COVID-19 to Improve Strategy Generation

Survey of Techniques on Data Leakage Protection and Methods to Address the Insider Threat

Isabel Herrera Montano
Article Title : Survey of Techniques on Data Leakage Protection and Methods to address the Insider threat DOI : 10.1007/s10586-022-03668-2 CLUS-D-22-00158R1

Invited paper from Netsoft 2021 to be published in International Journal of Network Management: "Analysis of Network Function Sharing in CDN-as-a-Service Slicing Scenario", Luis M. Contreras, Dr. Alberto Solano, Dr. Francisco Jose Cano Hila, and Dr. Jesus Folgueira, Summmited August 2022

Jesus Luis Folgueira Chavarria
Artículo seleccionado del congreso Netsoft 2021 para su publicación con ampliación en la revista Wiley International Journal of Network Management (IJNM, https://onlinelibrary.wiley.com/journal/10991190). En revisión final.

Artículo: "A 2D convolutional neural network to detect sleep apnea in children using airflow and oximetry" Computers in Biology and Medicine

Jorge Jimenez Garcia
J Jiménez-García, M García, GC Gutiérrez-Tobal, L Kheirandish-Gozal, F Vaquerizo-Villar, D Álvarez, F del Campo, D Gozal, R Hornero. A 2D convolutional neural network to detect sleep apnea in children using airflow and oximetry. Computers in Biology and Medicine 2022, vol. 147, pp. 105784. DOI: 10.1016/j.compbiomed.2022.105784. IF 6.698, Q1 categoría JCR 'Mathematical and Computational Biology'.

Real-Scale Experimental Evaluation of Energy and Thermal Regulation Effects of PCM-Based Mortars in Lightweight Constructions

Jose Luis Hernandez Garcia
Co-autor de artículo de revista de impacto (MDPI - Applied Sciences). El fichero adjunto es el doi para acceder al artículo.

Remitido artículo de divulgación para su publicación en la Revista General de Marina, con título "EL GPS ESTELAR: ¿Una alternativa viable a los sistemas de navegación global por satélite mediante la observación de los astros?"

Jose Luis Gutierrez Sacristan
Realizado en coautoría con el C.F. Segio Borrallo Tirado, Jefe de la Sección de Efemérides del Real Instituto y Observatorio de la Armada. Se espera su publicación en la segunda mitad de 2022. Extensión de doce páginas.

Towards Sustainable and Smart Cities: Replicable and KPI-Driven Evaluation Framework

Jose Luis Hernandez Garcia
Co-autor de artículo en revista de impacto (MDPI - Buildings). El fichero adjunto indica el doi para acceder al artículo.

Casual Learn: A Linked Data-Based Mobile Application for Learning about Local Cultural Heritage

Pablo Garcia Zarza
Ruiz-Calleja, A., García-Zarza, P., Vega-Gorgojo, G., Bote-Lorenzo, M.L., Gómez-Sánchez, E., Asensio Pérez, J.I., Serrano-Iglesias, S., Martínez-Monés, A. Casual Learn: A Lined Data-Based Mobile Application for Learning about Local Cultural Heritage. Semantic Web. 2021. https://doi.org/10.3233/SW-212907

Publicación paper en la revista NMR in Biomedicine

Rafael Navarro González
Publicación titulada Synthetic MRI improves radiomics-based glioblastoma survival prediction en la revista NRM in biomedicine (IF 4.03)

EEGSym: Overcoming Inter-Subject Variability in Motor Imagery Based BCIs With Deep Learning

Sergio Pérez Velasco
Publicación de artículo en revista IEEE Transactions on Neural Systems and Rehabilitation Engineering doi: 10.1109/TNSRE.2022.3186442

Comparison of Machine Learning Algorithms in the Prediction of Hospitalized Patients with Schizophrenia

Susel Góngora Alonso
Góngora Alonso, S.; Marques, G.; Agarwal, D.; De la Torre Díez, I.; Franco-Martín, M. Comparison of Machine Learning Algorithms in the Prediction of Hospitalized Patients with Schizophrenia. Sensors 2022, 22(7), 2517. https://doi.org/10.3390/s22072517

Scientific Reports - The association between carotid blood flow and resting-state brain activity in patients with cerebrovascular diseases

Víctor Rodríguez González
Scientific Reports

Frontiers in Aging Neuroscience - Exploring the interactions between neurophysiology and cognitive and behavioral changes induced by a non-pharmacological treatment: a network approach

Víctor Rodríguez González
Frontiers in Aging Neuroscience

Scientific Reports - Influence of PICALM and CLU risk variants on beta EEG activity in Alzheimer’s disease patients

Víctor Rodríguez González
Scientific Reports

Neuroimage - Abnormal meta-state activation of dynamic brain networks across the Alzheimer spectrum

Víctor Rodríguez González
Neuroimage

Journal of Neural Engineering - Characterizing the fluctuations of dynamic resting-state electrophysiological functional connectivity: Reduced neuronal coupling variability in mild cognitive impairment and dementia due to Alzheimer's disease

Víctor Rodríguez González
Journal of Neural Engineering

Journal of Neural Engineering - Schizophrenia induces abnormal frequency-dependent patterns of dynamic brain network reconfiguration during an auditory oddball task

Víctor Rodríguez González
Journal of Neural Engineering

Aging-Us - Predicting the outcome of non-pharmacological treatment for patients with dementia-related mild cognitive impairment

Víctor Rodríguez González
Aging-Us

Journal of Neural Engineering - A new method to build multiplex networks using Canonical Correlation Analysis for the characterization of the Alzheimer’s disease continuum

Víctor Rodríguez González
Journal of Neural Engineering

Scientific Reports - Distinctive effects of executive dysfunction and loss of learning/memory abilities on resting- state brain activity

Víctor Rodríguez González
Scientific Reports

Frontiers in Human Neuroscience - The menstrual cycle alters resting-state cortical activity: A magnetoencephalography study

Víctor Rodríguez González
Frontiers in Human Neuroscience

Publicación de artículo en Pediatric Research

Adrián Martín Montero
Publicación como primer autor del artículo que lleva por título: "Heart rate variability spectrum characteristics in children with sleep apnea" en la revista Pediatric Research: https://doi.org/10.1038/s41390-020-01138-2

Publicación en la revista "Entropy"

ALEJANDRO GODINO MOYA
Link al artículo: https://www.mdpi.com/1099-4300/23/5/555

Longitudinal evaluation of the psychological impact of the COVID-19 crisis in Spain (Journal of Affective Disorders)

ÁLVARO PLANCHUELO GÓMEZ
Artículo de una revista: Planchuelo-Gómez, Álvaro, et al. Longitudinal evaluation of the psychological impact of the COVID-19 crisis in Spain. En: "Journal of Affective Disorders", 2020, 277, 842-849. DOI: https://doi.org/10.1016/j.jad.2020.09.018

Análisis multimodal conjunto de conectividad estructural y morfología de sustancia gris para detección de nuevos patrones de cambio en migraña crónica y episódica

ÁLVARO PLANCHUELO GÓMEZ
Planchuelo Gómez, Álvaro, et al. Análisis multimodal conjunto de conectividad estructural y morfología de sustancia gris para detección de nuevos patrones de cambio en migraña crónica y episódica. En: Libro de comunicaciones de la LXXII Reunión Anual de la Sociedad Española de Neurología; 2020 Nov 23-Dec 3; Formato virtual.

Psychological symptoms of the outbreak of the COVID-19 confinement in Spain (Journal of Health Psychology)

ÁLVARO PLANCHUELO GÓMEZ
Artículo de una revista (segundo autor): Odriozola-González, Paula, et al.Psychological symptoms of the outbreak of the COVID-19 confinement in Spain. En: "Journal of Health Psychology", 2020 (11 páginas). DOI: 10.1177/1359105320967086

[Response prediction for chronic migraine preventive treatment by gray matter morphometry in magnetic resonance imaging: a pilot study] (Revista de Neurología)

ÁLVARO PLANCHUELO GÓMEZ
Artículo de una revista: Planchuelo-Gómez, Álvaro, et al. Response prediction for chronic migraine preventive treatment by gray matter morphometry in magnetic resonance imaging: a pilot study. En: "Revista de Neurología", 2020, 71, 11, 399-406. DOI: 10.33588/rn.7111.2020488

Fernández-Linsenbarth, Inés, et al. Neurobiological underpinnings of cognitive subtypes in psychoses: A cross-diagnostic cluster analysis (Schizophrenia Research)

ÁLVARO PLANCHUELO GÓMEZ
Artículo de una revista (segundo autor): Fernández-Linsenbarth, Inés, et al. Neurobiological underpinnings of cognitive subtypes in psychoses: A cross-diagnostic cluster analysis. En: "Schizophrenia Research", 2020, S0920-9964(20)30552-1 (8 páginas). DOI: 10.1016/j.schres.2020.11.013

Alternative Microstructural Measures to Complement Diffusion Tensor Imaging in Migraine Studies with Standard MRI Acquisition (Brain Sciences)

ÁLVARO PLANCHUELO GÓMEZ
Artículo de una revista: Planchuelo-Gómez, Álvaro, et al. Alternative Microstructural Measures to Complement Diffusion Tensor Imaging in Migraine Studies with Standard MRI Acquisition. En: "Brain Sciences", 2020, 10, 10, 711 (33 páginas). DOI: https://doi.org/10.3390/brainsci10100711

Phenotypic characterization of acute headache attributed to SARS-CoV-2: An ICHD-3 validation study on 106 hospitalized patients (Cephalalgia)

ÁLVARO PLANCHUELO GÓMEZ
Artículo de una revista (tercer autor): Trigo López, Javier, et al. Phenotypic characterization of acute headache attributed to SARS-CoV-2: An ICHD-3 validation study on 106 hospitalized patients. En: "Cephalalgia", 2020, 40, 13, 1432-1442. DOI: 10.1177/0333102420965146

Evaluation of the impact of the Covid-19 lockdown in the clinical course of migraine (Pain Medicine)

ÁLVARO PLANCHUELO GÓMEZ
Artículo de una revista (2º autor): Gonzalez-Martinez, Alicia, et al. Evaluation of the impact of the Covid-19 lockdown in the clinical course of migraine. En: "Pain Medicine", 2020, In press (27 páginas, versión previa a edición). Los dos primeros autores colaboraron por igual. Se adjuntan carta de aceptación (28/11/2020) y versión en PDF de los últimos archivos adjuntados.

Deep Phenotyping of Headache in Hospitalized COVID-19 Patients via Principal Component Analysis (Frontiers in Neurology)

ÁLVARO PLANCHUELO GÓMEZ
Artículo de una revista: Planchuelo-Gómez, Álvaro, et al. Deep Phenotyping of Headache in Hospitalized COVID-19 Patients via Principal Component Analysis. En: "Frontiers in Neurology", 2020, 17, 11, 583870 (15 páginas). DOI: 10.3389/fneur.2020.583870

Multimodal fusion analysis of structural connectivity and gray matter morphology in migraine (Human Brain Mapping)

ÁLVARO PLANCHUELO GÓMEZ
Artículo de una revista: Planchuelo-Gómez, Álvaro, et al. Multimodal fusion analysis of structural connectivity and gray matter morphology in migraine. En: "Human Brain Mapping", 2021, 42, 4, 908-921. DOI: 10.1002/hbm.25267

Gray Matter Structural Alterations in Chronic and Episodic Migraine: A Morphometric Magnetic Resonance Imaging Study (Pain Medicine)

ÁLVARO PLANCHUELO GÓMEZ
Artículo de una revista: Planchuelo-Gómez, Álvaro, et al. Gray Matter Structural Alterations in Chronic and Episodic Migraine: A Morphometric Magnetic Resonance Imaging Study. En: "Pain Medicine", 2020 (15 páginas). DOI: https://doi.org/10.1093/pm/pnaa271

Navas-Merlo, C., Garcia-Escartin, J.C. Detector blinding attacks on counterfactual quantum key distribution.

Carlos Navas Merlo
Publicación de artículo en revista Springer como primer autor. Navas-Merlo, C., Garcia-Escartin, J.C. Detector blinding attacks on counterfactual quantum key distribution. Quantum Inf Process 20, 196 (2021). https://doi.org/10.1007/s11128-021-03134-9

A Clinically Viable Vendor-Independent and Device-Agnostic Solution for Accelerated Cardiac MRI Reconstruction

Elena Martin Gonzalez
Martín-González, E., Moya-Sáez, E., Menchón-Lara, R. M., Royuela-del-Val, J., Palencia-de-Lara, C., Rodríguez-Cayetano, M., ... & Alberola-López, C. (2021). A Clinically Viable Vendor-Independent and Device-Agnostic Solution for Accelerated Cardiac MRI Reconstruction. Computer Methods and Programs in Biomedicine, 106143. https://doi.org/10.1016/j.cmpb.2021.106143

A Clinically Viable Vendor-Independent and Device-Agnostic Solution for Accelerated Cardiac MRI Reconstruction.

Elisa Moya Sáez
Martín-González, E., Moya-Sáez, E., Menchón-Lara, R. M., Royuela-del-Val, J., Palencia-de-Lara, C., Rodríguez-Cayetano, M., Simmross-Wattenberg, F. & Alberola-López, C. (2021). A Clinically Viable Vendor-Independent and Device-Agnostic Solution for Accelerated Cardiac MRI Reconstruction. Computer Methods and Programs in Biomedicine, 106143. DOI: 10.1016/j.cmpb.2021.106143

Coautoría en publicación en revista JCR

FERNANDO VAQUERIZO VILLAR
Verónica Barroso-García, Gonzalo C. Gutiérrez-Tobal, Leila Kheirandish-Gozal, Fernando Vaquerizo-Villar, Daniel Álvarez, Félix del Campo, David Gozal, Roberto Hornero, Bispectral Analysis of Overnight Airflow to Improve the Pediatric Sleep Apnea Diagnosis, Computers in Biology and Medicine, vol. 129, pp. 104167, Febrero, 2021

Coautoría en publicación en revista JCR

FERNANDO VAQUERIZO VILLAR
Eduardo Santamaría-Vázquez, Víctor Martínez-Cagigal, Fernando Vaquerizo-Villar, Roberto Hornero, EEG-Inception: A Novel Deep Convolutional Neural Network for Assistive ERP-Based Brain-Computer Interfaces, IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 28 (12), pp. 2773 - 2782, Diciembre, 2020

Coautoría en publicación en revista JCR

FERNANDO VAQUERIZO VILLAR
Verónica Barroso-García, Gonzalo C. Gutiérrez-Tobal, David Gozal, Fernando Vaquerizo-Villar, Daniel Álvarez, Félix del Campo, Leila Kheirandish-Gozal, Roberto Hornero, Wavelet Analysis of Overnight Airflow to Detect Obstructive Sleep Apnea in Children, Sensors, vol. 21 (4), pp. 1491, Febrero, 2021

Coautoría en publicación en revista JCR

FERNANDO VAQUERIZO VILLAR
Daniel Álvarez, Carmen A. Arroyo, ..., Fernando Vaquerizo-Villar, ..., Roberto Hornero, Félix del Campo, Assessment of Nocturnal Autonomic Cardiac Imbalance in Positional Obstructive Sleep Apnea. A Multiscale Nonlinear Approach, Entropy, vol. 22 (12), pp. 1404, Diciembre, 2020

Coautoría en publicación en revista JCR

FERNANDO VAQUERIZO VILLAR
Fernando Vaquerizo-Villar, Daniel Álvarez, Leila Kheirandish-Gozal, Gonzalo C. Gutiérrez-Tobal, Verónica Barroso-García, Eduardo Santamaría-Vázquez, Félix del Campo, David Gozal, Roberto Hornero, A convolutional neural network architecture to enhance oximetry ability to diagnose pediatric obstructive sleep apnea, IEEE Journal of Biomedical and Health Informatics, Diciembre, 2020. Aceptado

Artículo "Heart rate variability spectrum characteristics in children with sleep apnea"

Jorge Jimenez Garcia
Coautoría del artículo en la revista Pediatric Research, indexada en JCR (JIF 2020 3.756, Q1 en categoría Pediatrics). A Martín-Montero, GC Gutiérrez-Tobal, L Kheirandish-Gozal, J Jiménez-García, D Álvarez, F del Campo, D Gozal, R Hornero, Heart rate variability spectrum characteristics in children with sleep apnea, Pediatric Research, 89 (7), 1771-1779, Mayo, 2021 DOI 10.1038/s41390-020-01138-2

Co-autor del artículo "A Holistic and Interoperable Approach towards the Implementation of Services for the Digital Transformation of Smart Cities: The Case of Vitoria-Gasteiz (Spain)", https://doi.org/10.3390/s21238061

Jose Luis Hernandez Garcia
Véase: https://doi.org/10.3390/s21238061

Artículo en revista indexada: "Inter-band Bispectral Analysis of EEG Background Activity to Characterize Alzheimer’s Disease Continuum"

SAUL JOSE RUIZ GOMEZ
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

Artículo en revista indexada: "Genome-wide scan for five brain oscillatory phenotypes identifies a new QTL associated with theta EEG band"

SAUL JOSE RUIZ GOMEZ
Miguel Rebelo et al., 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

Artículo en revista indexada: " A new method to build multiplex networks using Canonical Correlation Analysis for the characterization of the Alzheimer’s disease continuum"

SAUL JOSE RUIZ GOMEZ
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, pp. 026002, Febrero 2021.

Publicación del artículo: Affordances and Core Functions of Smart Learning Environments: A Systematic Literature Review

Sergio Serrano Iglesias
Autores: Tabuenca, Bernardo; Serrano-Iglesias, Sergio; Carruana-Martín, Adrián; Villa-Torrano, Cristina; Dimitriadis, Yannis; Asensio-Pérez, Juan; Alario-Hoyos, Carlos; Gomez-Sanchez, Eduardo; Bote-Lorenzo, Miguel L.; Martínez-Monés, Alejandra; Delgado Kloos, Carlos Revista: IEEE Transactions on Learning Technologies (JCR: Q2 SCI 2019) DOI: 10.1109/TLT.2021.3067946

Analysis of Mental Health Disease Trends Using BeGraph Software in Spanish Health Care Centers: Case Study

Susel Góngora Alonso
Góngora Alonso S, de Bustos Molina A, Sainz-De-Abajo B, Franco-Martín M, De la Torre Díez I Analysis of Mental Health Disease Trends Using BeGraph Software in Spanish Health Care Centers: Case Study JMIR Med Inform 2021;9(6):e15527 URL: https://medinform.jmir.org/2021/6/e15527 doi: 10.2196/15527

Telemedicine and e‑Health research solutions in literature for combatting COVID‑19: a systematic review

Susel Góngora Alonso
Health and Technology https://doi.org/10.1007/s12553-021-00529-7

Health Care Management Models for the Evolution of Hospitalization in Acute Inpatient Psychiatry Units: Comparative Quantitative Study

Susel Góngora Alonso
JMIR Mental Health 2020;7(11):e15776 doi: 10.2196/15776

Journal of neural engineering: Consistency of local activation parameters at sensor- and source-level in neural signals

Víctor Rodríguez González
DOI: https://dx.doi.org/10.1088/1741-2552/abb582

Co-autoría Publicación en Entropy

Adrián Martín Montero
Publicación como co-autor del artículo que lleva por título: "Assessment of Airflow and Oximetry Signals to Detect Pediatric Sleep Apnea-Hypopnea Syndrome Using AdaBoost" en la revista Entropy: https://doi.org/10.3390/e22060670

Psychological effects of the COVID-19 outbreak and lockdown among students and workers of a Spanish university (Psychiatry Research)

ÁLVARO PLANCHUELO GÓMEZ
Artículo de una revista (2º autor): Odriozola-González, Paula, et al. Psychological effects of the COVID-19 outbreak and lockdown among students and workers of a Spanish university. En: "Psychiatry Research", 2020, 290, 113108 (8 páginas). DOI: https://doi.org/10.1016/j.psychres.2020.113108

White matter changes in chronic and episodic migraine: a diffusion tensor imaging study (The Journal of Headache and Pain)

ÁLVARO PLANCHUELO GÓMEZ
Artículo de una revista: Planchuelo-Gómez, Álvaro, et al. White matter changes in chronic and episodic migraine: a diffusion tensor imaging study. En: "The Journal of Headache and Pain", 2020, Epub ahead of print, 15 páginas (prueba final del artículo). DOI (provisional): https://doi.org/10.1186/s10194-019-1071-3 Se adjuntan carta de aceptación (23/12/2019) y la prueba final del artículo.

Structural connectivity alterations in chronic and episodic migraine: A diffusion magnetic resonance imaging connectomics study (Cephalalgia)

ÁLVARO PLANCHUELO GÓMEZ
Artículo de una revista: Planchuelo-Gómez, Álvaro, et al. Structural connectivity alterations in chronic and episodic migraine: A diffusion magnetic resonance imaging connectomics study. En: "Cephalalgia", 2019, Epub ahead of print, 17 páginas. DOI: https://doi.org/10.1177/0333102419885392

AMURA with standard single-shell acquisition can detect changes beyond the Diffusion Tensor: a migraine clinical study

ÁLVARO PLANCHUELO GÓMEZ
Contribución a congreso: Planchuelo-Gómez, Álvaro, et al. AMURA with standard single-shell acquisition can detect changes beyond the Diffusion Tensor: a migraine clinical study. In: 28th Annual Meeting of the International Society for Magnetic Resonance in Medicine ; 2020 Aug 8-14. 2020; 28; 4549.

Desarrollo de un modelo de predicción de respuesta al tratamiento preventivo en migraña crónica mediante medición de sustancia gris en resonancia magnética

ÁLVARO PLANCHUELO GÓMEZ
Planchuelo Gómez, Álvaro, et al. Desarrollo de un modelo de predicción de respuesta al tratamiento preventivo en migraña crónica mediante medición de sustancia gris en resonancia magnética. En: Libro de comunicaciones de la LXXI Reunión Anual de la Sociedad Española de Neurología; 2019 Nov 19-23; Sevilla, España.

Identificacion of MRI-based psychosis subtypes: Replication and refinement (Progress in Neuropsychopharmacology & Biological Psychiatry)

ÁLVARO PLANCHUELO GÓMEZ
Artículo de una revista: Planchuelo-Gómez, Álvaro, et al. Identificacion of MRI-based psychosis subtypes: Replication and refinement. En: "Progress in Neuropsychopharmacology & Biological Psychiatry", 2020, 100, 109907 (10 páginas). DOI: https://doi.org/10.1016/j.pnpbp.2020.109907

White Matter Alterations in Chronic Migraine: A Diffusion Tensor Imaging and Structural Connectivity Study (Cephalalgia)

ÁLVARO PLANCHUELO GÓMEZ
Contribución a Congreso: Planchuelo-Gómez, Álvaro, et al. White Matter Alterations in Chronic Migraine: A Diffusion Tensor Imaging and Structural Connectivity Study. In: Abstracts of the 19th International Headache Congress International Headache Society; 2019 Sep 5-8; Dublin, Ireland. Cephalalgia; 2019; 39(1_suppl). p. 171. DOI: https://doi.org/10.1177/0333102419859835

Fewer number of gradient directions in diffusion MRI can be counterbalanced with higher sample size: a migraine clinical study

ÁLVARO PLANCHUELO GÓMEZ
Contribución a congreso: Planchuelo-Gómez, Álvaro, et al. Fewer number of gradient directions in diffusion MRI can be counterbalanced with higher sample size: a migraine clinical study. In: 28th Annual Meeting of the International Society for Magnetic Resonance in Medicine ; 2020 Aug 8-14. 2020; 28; 4550.

Factors associated with the presence of headache in hospitalized COVID-19 patients and impact on prognosis: a retrospective cohort study (The Journal of Headache and Pain)

ÁLVARO PLANCHUELO GÓMEZ
Artículo de una revista (tercer autor): Trigo, Javier, et al. Factors associated with the presence of headache in hospitalized COVID-19 patients and impact on prognosis: a retrospective cohort study. En: "Journal of Headache and Pain", 2020, 21, 94 (10 páginas). DOI: https://doi.org/10.1186/s10194-020-01165-8

Published in ELSEVIER (APPLIED SOFT COMPUTING) TITLE: Automated medical diagnosis of COVID-19 through EfficientNet convolutional neural network LINK : https://www.sciencedirect.com/science/article/abs/pii/S1568494620306293#!

Deevyankar Agarwal
https://www.sciencedirect.com/science/article/abs/pii/S1568494620306293#! Published in ELSEVIER JOURNAL (APPLIED SOFT COMPUTING) Automated medical diagnosis of COVID-19 through EfficientNet convolutional neural network

Asynchronous Control of ERP-based BCI Spellers Using Steady-State Visual Evoked Potentials Elicited by Peripheral Stimuli

Eduardo Santamaría Vázquez
Enlace: https://ieeexplore.ieee.org/abstract/document/8794632

A brain–computer interface web browser for multiple sclerosis patients

Eduardo Santamaría Vázquez
Enlace: https://iopscience.iop.org/book/978-0-7503-1762-7/chapter/bk978-0-7503-1762-7ch12

Towards an Accessible Use of Smartphone-Based Social Networks through Brain-Computer Interfaces

Eduardo Santamaría Vázquez
Enlace: https://www.sciencedirect.com/science/article/pii/S0957417418307462

Asynchronous Control of P300-based Brain–Computer Interfaces using Sample Entropy

Eduardo Santamaría Vázquez
Enlace: https://www.mdpi.com/1099-4300/21/3/230

OpenCLIPER: An OpenCL-Based C++ Framework for Overhead-Reduced Medical Image Processing and Reconstruction on Heterogeneous Devices (IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS)

Elena Martin Gonzalez
Simmross-Wattenberg, F., Rodríguez-Cayetano, M., Royuela-del-Val, J., Martín-González, E., Moya-Sáez, E., Martín-Fernández, M., & Alberola-López, C. (2018). OpenCLIPER: an OpenCL-based C++ Framework for overhead-reduced medical image processing and reconstruction on heterogeneous devices. IEEE Journal of Biomedical and Health Informatics, 23(4), 1702-1709.

Groupwise Non-Rigid Registration with Deep Learning: An Affordable Solution Applied to 2D Cardiac Cine MRI Reconstruction

Elena Martin Gonzalez
Martín-González, E.; Sevilla, T.; Revilla-Orodea, A.; Casaseca-de-la-Higuera, P.; Alberola-López, C. Groupwise Non-Rigid Registration with Deep Learning: An Affordable Solution Applied to 2D Cardiac Cine MRI Reconstruction. Entropy 2020, 22, 687. https://doi.org/10.3390/e22060687

Coautoría en una publicación en revista JCR

FERNANDO VAQUERIZO VILLAR
Verónica Barroso-García, Gonzalo C. Gutiérrez-Tobal, Leila Kheirandish-Gozal, Daniel Álvarez, Fernando Vaquerizo-Villar, Pablo Núñez, Félix del Campo, David Gozal, Roberto Hornero, Usefulness of recurrence plots from airflow recordings to aid in paediatric sleep apnoea diagnosis, Computer Methods and Programs in Biomedicine, vol. 183, pp. 105083, Enero, 2020

Coautoría en una publicación en revista JCR

FERNANDO VAQUERIZO VILLAR
Daniel Álvarez, Ana Cerezo-Hernández, Andrea Crespo, Gonzalo C. Gutiérrez-Tobal, Fernando Vaquerizo-Villar, Verónica Barroso-García, Fernando Moreno, Ainhoa Arroyo, Tomás Ruiz-Albi, Félix del Campo, Roberto Hornero, A machine learning-based test for adult sleep apnoea screening at home using oximetry and airflow, Scientific Reports, vol. 10, pp. 5332, Marzo, 2020

Treatment of Depression in Primary Care with Computerized Psychological Therapies: Systematic Reviews

Gema Anabel Castillo Sánchez
Treatment of Depression in Primary Care with Computerized Psychological Therapies: Systematic Reviews, se realizó este paper sobre depresión un tema muy vinculado a la prevención del suicidio

An Experience of Electronic Health Records Implementation in a Mexican Region

Gema Anabel Castillo Sánchez
"An Experience of Electronic Health Records Implementation in a Mexican Region" paper sobre ehealth aceptado y en producción para publicación.

Artículo "Assessment of Airflow and Oximetry Signals to Detect Pediatric Sleep Apnea-Hypopnea Syndrome Using AdaBoost"

Jorge Jimenez Garcia
Artículo en la revista Entropy (IF 2.494, Q2, categoría JCR 'Physics, Multidisciplinary'). Jiménez-García, J.; Gutiérrez-Tobal, G.C.; García, M.; Kheirandish-Gozal, L.; Martín-Montero, A.; Álvarez, D.; del Campo, F.; Gozal, D.; Hornero, R. Assessment of Airflow and Oximetry Signals to Detect Pediatric Sleep Apnea-Hypopnea Syndrome Using AdaBoost. Entropy 2020, 22, 670. DOI: 10.3390/e22060670

Publicación del artículo "A self-scalable distributed network simulation environment based on cloud computing"

Sergio Serrano Iglesias
Serrano-Iglesias, S., Gómez-Sánchez, E., Bote-Lorenzo, M.L., Asensio-Pérez, J.I., Rodríguez-Cayetano, M. A self-scalable distributed network simulation environment based on cloud computing. Cluster Computing 21, 1899–1915 (2018). https://doi.org/10.1007/s10586-018-2816-5 Revista: "Cluster computing" [SCI JCR 2018 IF=1.851, Q2, 40/103] Enlace: https://doi.org/10.1007/s10586-018-2816-5

Co-autoría de publicación en IEEE Transactions on Neural Systems and Rehabilitation Engineering, titulada: "Asynchronous Control of ERP-Based BCI Spellers Using Steady-State Visual Evoked Potentials Elicited by Peripheral Stimuli"

VICTOR MARTINEZ CAGIGAL
Detalles: Eduardo Santamaría-Vázquez, Víctor Martínez-Cagigal, Javier Gomez-Pilar, Roberto Hornero, Asynchronous Control of ERP-based BCI Spellers Using Steady-State Visual Evoked Potentials Elicited by Peripheral Stimuli, IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 27 (9), pp. 1883 - 1892, Agosto, 2019 DOI: https://doi.org/10.1109/TNSRE.2019.2934645

Publicación en Entropy, titulada: "Asynchronous Control of P300-Based Brain–Computer Interfaces Using Sample Entropy"

VICTOR MARTINEZ CAGIGAL
Detalles: Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Roberto Hornero, Asynchronous Control of P300-based Brain–Computer Interfaces using Sample Entropy, Entropy, vol. 21 (3), pp. 230, Febrero, 2019 DOI: https://doi.org/10.3390/e21030230

Publicación de capítulo de libro en "Neurological Disorders and Imaging Physics, Volume 2"

VICTOR MARTINEZ CAGIGAL
Publicación de capítulo de libro. Detalles: Martínez-Cagigal, V., Santamaría-Vázquez, E., Gomez-Pilar, J., & Hornero, R. (2019). A brain–computer interface web browser for multiple sclerosis patients. In Neurological Disorders and Imaging Physics, Volume 2 (pp. 12:1-12:31). IOP Publishing. https://doi.org/10.1088/978-0-7503-1762-7ch12

[UAIS] Universal Access in the Information Society

ALEJANDRO ORTEGA ARRANZ
Título: Understanding student behavior and perceptions toward earning badges in a gamified MOOC URL: https://link.springer.com/article/10.1007/s10209-019-00677-8

[RIED] Revista Iberoamericana de Educación a Distancia

ALEJANDRO ORTEGA ARRANZ
Título: Uso de la colaboración y la gamificación en MOOC: un análisis exploratorio URL: http://revistas.uned.es/index.php/ried/article/view/20410

[C&E] Computers & Education

ALEJANDRO ORTEGA ARRANZ
Título: To reward and beyond: Analyzing the effect of reward-based strategies in a MOOC URL: https://www.sciencedirect.com/science/article/pii/S0360131519301927

[RELATEC] Revista Latinoamericana de Tecnología Educativa

ALEJANDRO ORTEGA ARRANZ
Título: Reflexiones para la introducción de Colaboración y Gamificación en MOOC URL: https://relatec.unex.es/article/download/3381/2349

Asynchronous Control of ERP-based BCI Spellers Using Steady-State Visual Evoked Potentials Elicited by Peripheral Stimuli

Eduardo Santamaría Vázquez
Publicación en la revista IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING.

OpenCLIPER: An OpenCL-Based C++Framework for Overhead-Reduced Medical Image Processing and Reconstruction on Heterogeneous Devices. Publicado en IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS.

Elisa Moya Sáez
Simmross-Wattenberg, F., Rodríguez-Cayetano, M., Royuela-del-Val, J., Martín-González, E., Moya-Sáez, E., Martín-Fernández, M., & Alberola-López, C., OpenCLIPER: an OpenCL-based C++ Framework for overhead-reduced medical image processing and reconstruction on heterogeneous devices. En IEEE journal of biomedical and health informatics, julio 2019, v.23, nº4,pp1702-1709.DOI:10.1109/JBHI.2018.2869421

Coautoría en una publicación en revista JCR

FERNANDO VAQUERIZO VILLAR
Fernando Vaquerizo-Villar, Daniel Álvarez, Leila Kheirandish-Gozal, Gonzalo C. Gutiérrez-Tobal, Verónica Barroso-García, Andrea Crespo, Félix del Campo, David Gozal, Roberto Hornero, Wavelet Analysis of Oximetry Recordings to Assist in the Automated Detection of Moderate-to-Severe Pediatric Sleep Apnea-Hypopnea Syndrome, PLOS One, vol. 13 (12), Diciembre, 2018

Coautoría en una publicación en revista JCR

FERNANDO VAQUERIZO VILLAR
Álvarez, D., Crespo, A., Vaquerizo-Villar, F., Gutiérrez-Tobal, G. C., Cerezo-Hernández, A., Barroso-García, V., ... & Garde, A. (2018). Symbolic dynamics to enhance diagnostic ability of portable oximetry from the Phone Oximeter in the detection of paediatric sleep apnoea. Physiological measurement, 39(10), 104002.

Coautoría en una publicación en revista JCR

FERNANDO VAQUERIZO VILLAR
Fernando Vaquerizo-Villar, Daniel Álvarez, Leila Kheirandish-Gozal, Gonzalo C. Gutiérrez-Tobal, Verónica Barroso-García, Andrea Crespo, Félix del Campo, David Gozal, Roberto Hornero, Detrended fluctuation analysis of the oximetry signal to assist in paediatric sleep apnoea-hypopnoea syndrome diagnosis, Physiological Measurement, vol. 39 (11), pp. 114006, Noviembre, 2018

Suicide Prevention Mobile Applications: Descriptive Analysis in the Most Popular Virtual Stores

Gema Anabel Castillo Sánchez
Este paper es una continuación del paper publicado en jmir en el 2017, Mobile Apps for Suicide Prevention: Review of Virtual Stores and Literature. Ahora con este analisis descriptivo de las app presentadas aquí, se analizan otras variables que se presentan de manera actualizada para complementar el estudio que llevamos a cabo en mi tema doctoral.

Development of an E-learning Model for Training Health Staff in Suicide Prevention

Gema Anabel Castillo Sánchez
Este paper es el diseño de un curso para adiestramiento del profesionales de salud puedan aprender como manejar a personas con riesgos suicidas. Aún se encuentra en espera de si aprueban este articulo para una conferencia.

Artículo "Combination of Global Features for the Automatic Quality Assessment of Retinal Images" Entropy 2019, 21, 311

Jorge Jimenez Garcia
Publicación del artículo de investigación en la revista científica Entropy (IF 2.305, Q2 en la categoría JCR 'Physics, Multidisciplinary'). Referencia: Jiménez-García, Jorge; Romero-Oraá, Roberto; García, María; López-Gálvez, María I.; Hornero, Roberto. 2019. "Combination of Global Features for the Automatic Quality Assessment of Retinal Images." Entropy 21, no. 3: 311.

Publicación de artícuilo en la revista científica Entropy: "Entropy Rate Superpixel Classification for Automatic Red Lesion Detection in Fundus Images."

Jorge Jimenez Garcia
Publicación del artículo de investigación en la revista científica Entropy (IF 2.419, Q2 en la categoría JCR 'Physics, Multidisciplinary'). Referencia: Romero-Oraá, Roberto; Jiménez-García, Jorge; García, María; López-Gálvez, María I.; Oraá-Pérez, Javier; Hornero, Roberto. 2019. "Entropy Rate Superpixel Classification for Automatic Red Lesion Detection in Fundus Images." Entropy 21, no. 4: 417.

Boletín ROA 1/2019. Mejora de los Algoritmos de Reducción Astrométrica Empleados para la Determinación de Órbitas de Satélites Geoestacionarios y Geosíncronos.

Jose Luis Gutierrez Sacristan
Gutiérrez Sacristán, José Luis. Mejora de los Algoritmos de Reducción Astrométrica Empleados para la Determinación de Órbitas de Satélites Geoestacionarios y Geosíncronos. Boletín ROA Nº 1/2019. 113 págs. Ministerio de Defensa. Secretaría General Técnica. Junio 2019. NIPO: 083-19-204-1 (impresión) NIPO: 083-19-205-7 (en línea). Disponible en: https://publicaciones.defensa.gob.es/

Publicacion en revista Applied Sciences

LIDIA RUIZ PÉREZ
https://doi.org/10.3390/app8122614

Aceptacion del articulo: "Shallow neural network with kernel approximation for prediction problems in highly demanding data networks " en la revista: Expert Systems With Applications

Manuel López Martín
Se adjunta documento de aceptacion del articulo en la revista: Expert Systems With Applications

Publicacion del articulo: “Variational data generative model for intrusion detection”, en la revista Knowledge and Information Systems.

Manuel López Martín
Link al articulo publicado: https://rdcu.be/bdoDU http://link.springer.com/article/10.1007/s10115-018-1306-7

Prsentacion del articulo: “Adversarial environment reinforcement learning algorithm for intrusion detection” a la revista Computer Communications

Manuel López Martín
Se adjunta confirmacion

Robust estimation of the apparent diffusion coefficient invariant to acquisition noise and physiological motion

SANTIAGO RODRIGO SANZ ESTÉBANEZ
Robust estimation of the apparent diffusion coefficient invariant to acquisition noise and physiological motion. Autores: Santiago Sanz-Estébanez, Tomasz Pieciak, Carlos Alberola-López y Santiago Aja-Fernández. Fecha de publicación: 2018/11/1 Revista: Magnetic resonance imaging, Elsevier. Volumen: 53 Páginas: 123-133. DOI: https://doi.org/10.1016/j.mri.2018.07.005

Artículo en revista indexada: "Measuring Alterations of Spontaneous EEG Neural Coupling in Alzheimer’s Disease and Mild Cognitive Impairment by Means of Cross-Entropy Metrics"

SAUL JOSE RUIZ GOMEZ
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

Artículo en revista indexada: "Automated Multiclass Classification of Spontaneous EEG Activity in Alzheimer’s Disease and Mild Cognitive Impairment"

SAUL JOSE RUIZ GOMEZ
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

Artículo en revista indexada: "Alterations of Effective Connectivity Patterns in Mild Cognitive Impairment: An MEG Study"

SAUL JOSE RUIZ GOMEZ
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

Publicación en Expert Systems With Applications, titulada: "Towards an Accessible Use of Smartphone-Based Social Networks through Brain-Computer Interfaces"

VICTOR MARTINEZ CAGIGAL
DOI: 10.1016/j.eswa.2018.11.026

Coautoría en una publicación en revista JCR

FERNANDO VAQUERIZO VILLAR
Andrea Crespo, Daniel Álvarez, Gonzalo C. Gutiérrez-Tobal, Fernando Vaquerizo-Villar, Verónica Barroso-García, María L. Alonso-Álvarez, Joaquín Terán-Santos, Roberto Hornero, Félix del Campo, Multiscale Entropy Analysis of Unattended Oximetric Recordings to Assist in the Screening of Paediatric Sleep Apnoea at Home, Entropy, vol. 19, pp. 284, Junio, 2017

Coautoría en una publicación en revista JCR

FERNANDO VAQUERIZO VILLAR
Verónica Barroso-García, Gonzalo C. Gutiérrez-Tobal, Leila Kheirandish-Gozal, Daniel Álvarez, Fernando Vaquerizo-Villar, Andrea Crespo, Félix del Campo, David Gozal, Roberto Hornero, Irregularity and Variability Analysis of Airflow Recordings to Facilitate the Diagnosis of Paediatric Sleep Apnoea-Hypopnoea Syndrome, Entropy, vol. 19, pp. 447, Agosto, 2017

Publicación en revista JCR

FERNANDO VAQUERIZO VILLAR
Título: Utility of bispectrum in the screening of pediatric sleep apnea-hypopnea syndrome using oximetry recordings Autores: Fernando Vaquerizo-Villar a , ∗, Daniel Álvarez a , b , Leila Kheirandish-Gozal c , Gonzalo César Gutiérrez-Tobal a , Verónica Barroso-García a , Andrea Crespo a , b , Félix del Campo a , b , David Gozal c , Roberto Hornero a , d

Publicación en revista indexada: Optical Switching and Networking (OSN)

Francisco Javier Mata Gomez
En colaboración con Technische Universität Carolo-Wilhelmina zu Braunschwei (Alemania) y ADVA Optical Networking (Alemania). J. Mata et al., Artificial Intelligence (AI) Methods in Optical Networks: A Comprehensive Survey. Optical Switching and Networking. 28. 10.1016/j.osn.2017.12.006.

Título: Auto Guidance of a Tractor Using Computer Vision; Quantitative Results on Different Terrains. Autores: Jaime Gómez Gil, Luis Manuel Navas Gracia, Gonzalo Ruiz Ruiz. Revista: International Journal of Applied Agricultural Research. Voume 2 Number 1 (2007) pp. 51-59 ISSN: 0973-2683

GONZALO RUIZ RUIZ
Título: Auto Guidance of a Tractor Using Computer Vision; Quantitative Results on Different Terrains. Autores: Jaime Gómez Gil, Luis Manuel Navas Gracia, Gonzalo Ruiz Ruiz. Revista: International Journal of Applied Agricultural Research. Voume 2 Number 1 (2007) pp. 51-59 ISSN: 0973-2683

Elaboración y envío del articulo: "Deep learning model for multimedia Quality of Experience prediction based on network flow packets" a la revista IEEE Communications Magazine.

Manuel López Martín
Elaboración de un articulo sobre la aplicacion de tecnicas de deep learning a la predicción de calidad de usuario final en la recepción de video, bajo posibles anomalias producidas por la red de transmisión.

Publicación en la revista IEEE Communications Magazine (IF: 10.435) En producción, se adjunta carta del Editor

Santiago Egea Gómez
Aunque Santiago no es el autor principal de la publicación, el alumno participó activamente en la fase generación del dataset y revisión del artículo en las distintas fases del proceso.

Vortical Features for Myocardial Rotation Assessment in Hypertrophic Cardiomyopathy using Cardiac Tagged Magnetic Resonance Medical Image Analysis DOI: 10.1016/j.media.2018.03.005

SANTIAGO RODRIGO SANZ ESTÉBANEZ
Vortical Features for Myocardial Rotation Assessment in Hypertrophic Cardiomyopathy using Cardiac Tagged Magnetic Resonance Medical Image Analysis DOI: 10.1016/j.media.2018.03.005

Joint groupwise registration and ADC estimation in the liver using a B-value weighted metric

SANTIAGO RODRIGO SANZ ESTÉBANEZ
Joint groupwise registration and ADC estimation in the liver using a B-value weighted metric Magnetic Resonance Imaging DOI: 10.1016/j.mri.2017.10.002

Systematic Review about QoS and QoE in Telemedicine and eHealth Services and Applications

Susel Góngora Alonso
Autores: Isabel de la Torre Díez, Susel Góngora Alonso, Sofiane Hamrioui, Miguel López-Coronado, Eduardo Motta Cruz Fecha de publicación: Agosto 2018 Revista: Journal of Medical Systems, 42:182

Social Robots for People with Ageing and Dementia: A Systematic Review of Literature

Susel Góngora Alonso
Autores: Susel Góngora Alonso, Sofiane Hamrioui, Isabel de la Torre Díez, Eduardo Motta Cruz, Miguel López-Coronado, Manuel Franco Revista: Telemedicine and e-Health Paper aceptado. Versión enviada a la revista.

Data Mining Algorithms and Techniques in Mental Health: A Systematic Review

Susel Góngora Alonso
Autores: Susel Góngora Alonso, Isabel de la Torre-Díez, Sofiane Hamrioui, Miguel López-Coronado, Diego Calvo Barreno, Lola Morón Nozaleda, Manuel Franco Fecha de publicación: Julio 2018 Revista: Journal of Medical Systems,42:161

Systematic Review about QoS and QoE in Telemedicine and eHealth Services and Applications

Susel Góngora Alonso
Autores: Isabel de la Torre Díez, Susel Góngora Alonso, Sofiane Hamrioui, Miguel López-Coronado, Eduardo Motta Cruz Fecha de publicación: Agosto 2018 Revista: Journal of Medical Systems,42:182

Mobile App for Self-Controlling Type 2 Diabetes Mellitus: Implementation and QoE Evaluation

Susel Góngora Alonso
Autores: Sofiane H, Susel GA, Isabel de la TD, Pascal L, Miguel LC, Beatriz SA and Joel R Fecha de publicación: 26/07/2018 Revista: Trends in Telemedicine & E-health

A Systematic Review of Techniques and Sources of Big Data in the Healthcare Sector

Susel Góngora Alonso
Autores: Susel Góngora Alonso, Isabel de la Torre Díez, Joel J. P. C. Rodrigues, Sofiane Hamrioui y Miguel López-Coronado. Fecha de publicación: Octubre 2017. Revista: Journal of medical systems, 41(11), 183.

Publicación en Revista Iberoamericana de Automática e Informática Industrial, titulada: "P300-Based Brain-Computer Interface Channel Selection using Swarm Intelligence"

VICTOR MARTINEZ CAGIGAL
Publicación en revista indexada en el JCR

Preparación de Think tank para el estudio de tecnologías emergentes.

JAVIER CARBONELL PEREZ
Realización de monográficos sobre tendencias tecnológicas e impacto publicados por editorial Planeta y que se comercializan a público masivo

Entrevistas Radio respectos al impacto de fenómenos emergentes y tecnologías emergentes en la sociedad

JAVIER CARBONELL PEREZ
Realización de monográficos sobre tendencias tecnológicas e impacto publicados por editorial Planeta y que se comercializan a público masivo

Network Slicing for 5G with SDN/NFV: Concepts, Architectures, and Challenges, Jose Ordonez-Lucena ; Pablo Ameigeiras ; Diego Lopez ; Juan J. Ramos-Mun

Jesus Luis Folgueira Chavarria
DOI: 10.1109/MCOM.2017.1600935

Capítulo "Practical Experience in NFV Security Field: Virtual Home Gateway" en libro "Guide to Security in SDN and NFV: Challenges, Opportunities, and

Jesus Luis Folgueira Chavarria
Página Web del libro: http://www.springer.com/gp/book/9783319646527#aboutBook

Artículo "Bundling Impacts in Spanish Telecommunications Market"

JUAN JOSE MARFIL MARQUEZ
Primer artículo de investigación. En proceso de envío a diferentes revistas para su publicación (e.g. adjunto el de T. Policy)

Publicación del artículo "Quantum arithmetic with the quantum Fourier transform" en la revista "Quantum Information Processing".

LIDIA RUIZ PÉREZ
https://link.springer.com/article/10.1007%2Fs11128-017-1603-1

Paper: "Variational data generative model for intrusion detection"

Manuel López Martín
En revisión

Publicación de articulo "Review of methods to predict connectivity of IoT wireless devices"

Manuel López Martín
Publicación de articulo "Review of methods to predict connectivity of IoT wireless devices" en revista: Ad Hoc & Sensor Wireless Networks

Paper: "Network traffic classifier with convolutional and recurrent neural networks for IoT"

Manuel López Martín
Articulo aprobado para ser publicado. En espera de las actualizaciones enviadas para la publicación.

Paper: " Network intrusion detection architecture using stochastic gradient descent and kernel approximation"

Manuel López Martín
En revisión. Inicialmente se envió al IEEE Magazine y a la revista Hindawi pero fué desestimado.

Publicación del articulo: "Conditional Variational Autoencoder for Prediction and Feature Recovery Applied to Intrusion Detection in IoT"

Manuel López Martín
Articulo disponible on-line: http://www.mdpi.com/1424-8220/17/9/1967/html

Publicación de artículo: "An Acoustic Method for Flow Rate Estimation in Agricultural Sprayer Nozzles"- Computers and Electronics in Agriculture

RUBÉN RUIZ GONZÁLEZ
www.sciencedirect.com/science/article/pii/S0168169917306282

Publicación de artículo: "A data fusion system of GNSS data and on-vehicle sensors data for improving car positioning precision in urban environments"

RUBÉN RUIZ GONZÁLEZ
http://www.sciencedirect.com/science/article/pii/S0957417417301641

Publicación en IEEE Transactions on Neural Systems and Rehabilitation Engineering, titulada: "An Asynchronous P300-Based Brain-Computer Interface Web

VICTOR MARTINEZ CAGIGAL
Publicación en IEEE TNSRE, colocada en el primer decil (D1/Q1) en el ámbito REHABILITATION, según el Journal Citations and Reports (JCR).

Journal of Universal Computer Science http://www.jucs.org/jucs_21_8/helping_teachers_align_learning

ANGELICA LOZANO ALVAREZ
Decisión conjunta del equipo de investigación (doctorando y directores)

Telecommunication Systems: How does the Spanish regulation of NGN affect to final users' Effects on the deployment of new FTTH infrastructures

FRANCISCO JOSE GARCIA PARAMIO
Publicación en Journal JCR. Aceptada y en revisión.

Publicación: "Impact of MR acquisition parameters on DTI scalar indexes: a tractography based approach" en Plos ONE

GONZALO DEL BARRIO ARRANZ
Accesible en http://dx.doi.org/10.1371/journal.pone.0137905

"Caracterización de la actividad neuronal en enfermos de Alzheimer tras su participación en el programa de estimulación Un, Dos, Tres¿ A recordar esta

JAVIER GÓMEZ PILAR
No contabiliza como horas de doctorado

"Análisis de los cambios espectrales del EEG producidos por el entrenamiento neurocognitivo mediante una interfaz cerebro-ordenador" COMUNICACIÓN EN

JAVIER GÓMEZ PILAR
No contabiliza como horas de doctorado

"Adaptive semi-supervised classification to reduce intersession non-stationarity in multiclass motor imagery-based brain computer interfaces"

JAVIER GÓMEZ PILAR
No contabiliza como horas de doctorado

¿Multi-oriented windowed harmonic phase reconstruction for robust cardiac strain imaging,¿ Medical Image Analysis, vol. 29, pp. 1-11, 2016.

JAVIER ROYUELA DEL VAL
Autores: Cordero-Grande, L., J. Royuela-del-Val, S. Sanz-Estébanez, M. Martín-Fernández, and C. Alberola-López.

"Diseño, Desarrollo y Evaluación de un Navegador Web basado en Potenciales P300 mediante Brain-Computer Interface Orientado a Personas con Grave Disca

JAVIER GÓMEZ PILAR
No contabiliza como horas de doctorado

"Assessment of Time and Frequency Domain Entropies to Detect Sleep Apnoea in Heart Rate Variability Recordings from Men and Women"

JAVIER GÓMEZ PILAR
No contabiliza como horas de doctorado

"Variation at NRG1 genotype related to modulation of small-world properties of the functional cortical network"

JAVIER GÓMEZ PILAR
No contabiliza como horas de doctorado

"Neural Network Reorganization Analysis during an Auditory Oddball Task in Schizophrenia using Wavelet Entropy"

JAVIER GÓMEZ PILAR
No contabiliza como horas de doctorado

Aceptación del artículo titulado "Jacobian Weighted Temporal Total Variation for Motion Compensated Compressed Sensing Reconstruction of Dynamic MRI"

JAVIER ROYUELA DEL VAL
doi: 10.1002/mrm.26198

"Modulation of brain network parameters associated with subclinical psychotic symptoms"

JAVIER GÓMEZ PILAR
No contabiliza como horas de actividades

Neurofeedback training with a motor imagery-based BCI improves neurocognitive functions in elderly people CAPÍTULO DE LIBRO

JAVIER GÓMEZ PILAR
No contabiliza como horas de doctorado

"Association between EEG modulation, psychotic-like experiences and cognitive performance in the general population"

JAVIER GÓMEZ PILAR
No contabiliza como horas de doctorado

Paper: Review of methods to predict connectivity of IoT wireless devices Revista: Sensors

Manuel López Martín
La publicación no fué aprobada

Paper: Review of methods to predict connectivity of IoT wireless devices Revista: IEEE Wireless Communications Magazine

Manuel López Martín
La publicación no fué aceptada

CLOUD COMPUTING AND EDUCATION: A STATE-OF-THE-ART SURVEY

RAFAEL CANO PARRA
N. 80, VOL. 2015, PP. 132-151

Publicación en revista ACM TKDD

Santiago Egea Gómez
Publicación en revisión a fecha del 7/07/2016

Multi-Oriented Windowed Harmonic Phase Reconstruction for Robust Cardiac Strain Imaging. DOI: 10.1016/j.media.2015.12.001

SANTIAGO RODRIGO SANZ ESTÉBANEZ
Autores: L Cordero-Grande, J Royuela-del-Val, S Sanz-Estébanez, M Martín-Fernández, C. Alberola-López. DOI: 10.1016/j.media.2015.12.001

Publicación del artículo "Multi-Stencil Streamline Fast Marching: a general 3D Framework to determine Myocardial Thickness and Transmurality in Late E

SUSANA MERINO CAVIEDES
Enlace al artículo en IEEEXplore: http://ieeexplore.ieee.org/xpl/articleDetails.jsp'arnumber=6656833

Decision Support Systems and Applications in Ophthalmology: Literature and Commercial Review focused on Mobile Apps

BORJA MARTINEZ PEREZ
Autores: Isabel de la Torre-Díez, Borja Martínez-Pérez, Miguel López-Coronado, Javier Rodríguez Díaz, Miguel Maldonado López. JOMS 39(1):174,2015.

Current Uses of RFID and NFC technologies in Ambient Assisted Living Communications in the Framework of Mobile Health

BORJA MARTINEZ PEREZ
Revista Journal of Medical Systems. Enviado, actualmente en revisión.

An Ubiquitous App for the Self-management of Heart Diseases. Implementation and Evaluation

BORJA MARTINEZ PEREZ
Revista Health Informatics Journal. Aceptado.

Privacy and Security in Mobile Health Apps: A Review and Recommendations

BORJA MARTINEZ PEREZ
Autores:Borja Martínez-Pérez, Isabel de la Torre-Díez, Miguel López-Coronado. Journal of Medical Systems, vol. 39, nº. 1, 181, 2015.

Experiences and Results of Applying Tools for Assessing the Quality of a mHealth App Named Heartkeeper

BORJA MARTINEZ PEREZ
Revista Journal of Medical Systems. Enviado. Actualmente en revixión

Adaptive Stacked Generalization for Multiclass Motor Imagery-based Brain Computer Interfaces

REBECA CORRALEJO PALACIOS
Revista: IEEE Transactions on Neural Systems and Rehabilitation Engineering

"Analysis of neural dynamics in mild cognitive impairment and Alzheimer¿s disease using wavelet turbulence" Revista: Journal of Neural Engineering

REBECA CORRALEJO PALACIOS
Publicación en colaboración con miembros de la UVa y de la Universidad Complutense de Madrid

A P300-based brain¿computer interface aimed at operating electronic devices at home for severely disabled people

REBECA CORRALEJO PALACIOS
Revista: Medical & Biological Engineering & Computing

Adaptive semi-supervised classification to reduce intersession nonstationarity in multiclass motor imagery-based brain computer interfaces

REBECA CORRALEJO PALACIOS
Revista: Neurocomputing

Co-autoría en la elaboración del articulo: "http://www.sciencedirect.com/science/article/pii/S0957417415002481"

RUBÉN RUIZ GONZÁLEZ
Publicado en la revista "Expert Systems with Applications"

Comparison of Mobile Apps for the Leading Causes of Death Among Different Income Zones: A Review on Literature and Apps Stores

BORJA MARTINEZ PEREZ
Autores: Martínez-Pérez B, de la Torre-Díez I, Sainz-de-Abajo B, López-Coronado M. Revista: JMIR Mhealth Uhealth 2014; vol. 2, nº 1, e1.

Mobile health applications for the most prevalent conditions by the World Health Organization: Review and analysis.

BORJA MARTINEZ PEREZ
Autores: Martínez-Pérez B, de la Torre-Díez I, López-Coronado M. Revista: J Med Internet Res 2013; vol. 15, nº. 6, e120.

Mobile Apps in Cardiology: Review

BORJA MARTINEZ PEREZ
Autores: Martínez-Pérez B, de la Torre-Díez I, López-Coronado M, Herreros-González J. Revista: JJ Med Internet Res 2013; vol. 15, nº 7, e15.

Mobile Clinical Decision Support Systems and Applications: A Literature and Commercial Review

BORJA MARTINEZ PEREZ
Autores: Martínez-Pérez B, de la Torre-Díez I, López-Coronado M, Sainz-de Abajo B, Robles M, García-Gómez JM. Revista: J Med Syst 2014; vol. 38, nº 4.

Content Analysis of Neurodegenerative and Mental Diseases Social Groups

BORJA MARTINEZ PEREZ
Autores: B Martínez, I de la Torre, B Bargiela, M López, J Rodrigues. Revista: Health Informatics Journal

Economic Impact Assessment from the Use of a Mobile App for the Self-management of Heart Diseases by Patients with Heart Failure in a Spanish Region

BORJA MARTINEZ PEREZ
Autores: JA Cano, B Martínez, I de la Torre, M López. Revista: Journal of Medical Systems vol. 38, nº 9, 96.

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