Profesores e Investigadores

Departamentos

Curriculum Vitae

Óscar Barquero Pérez
Titular de Universidad
Vicecoordinador/a del Título de Grado en Ingeniería Biomédica EIF
2
Quinquenios
2022
2
Docentia
2020-21
2
Sexenios investigación
2020

Centro

E. Ingeniería de Fuenlabrada

Departamento

Teoría de la Señal y Comunicaciones y Sistemas Telemáticos y Computación

Área

Teoría de la Señal y Comunicaciones

Grupo de investigación

Grupo de investigación de alto rendimiento en ciencia de datos y procesamiento de señal y su aplicación a las redes y la sociedad de la URJC / Data Science and Signal Processing for Networks and Society group of URJC

Centro/Instituto de investigación

Centro de Investigación en Transporte y Ciencia de Datos en Redes de la Universidad Rey Juan Carlos

Contacto

oscar.barquero@urjc.es
Presentación

  • I am Ph.D. ("Doctor europeus", "cum laude") from the Universidad Rey Juan Carlos (2014), Master's degree in Biomedical Engineering from the Universidade do Porto, Portugal (2008), and a Technical Engineering degree in Telecommunication from Universidad Carlos III de Madrid (2005). My main research interests are cardiac signal processing and modeling with emphasis on applications to atrial fibrillation and autonomic modeling, machine learning, and data science applied to solve clinical problems (Diabetes, Hypertension, Cardiovascular events). I also apply machine learning techniques to neuromarketing and biology problems.

    I have published 42 articles in international journals, and I have been a co-author in more than 60 contributions to conferences and a chapter in a book. Due to the multidisciplinary character in my area of research, most of the articles and contributions to conferences are as a result of continuous collaboration with different research groups: Unit Group of Arrhythmias at the Hospital Virgen de la Arrixaca in Murcia by Dr. Arcadi García Alberola, Biomedical Engineering Group of Professor Leif Sörnmo from the University of Lund (Sweden) Biomedical Engineering Group of Professor Pablo Laguna from the University of Zaragoza, Group of Dr. José Naranjo Orellana of Sports Physiology at Universidad Pablo of Olavide of Seville. I collaborate developing models and learning tools statistical for inference problems in biological data, specifically in ungulates superiors. Additionally, I have collaborated on 18 research projects (6 national calls, 9 research contracts, 1 PI). I am a regular reviewer of the IEEE Transactions journal on Biomedical Engineering, Frontiers in Physiology, Sensors, Entropy, Medical Informatics, and Decision Making.

Docencia y asignaturas impartidas en el curso actual

  • Grado

    PLAN ASIGNATURA
    (2125) DEGREE IN AEROSPACE ENGINEERING IN AIR NAVIGATION (FUENLABRADA)COMMUNICATION AND SIGNAL THEORY
    (2151) GRADO EN INGENIERIA AEROESPACIAL EN AERONAVEGACION (FUENLABRADA)TEORIA DE LA SEÑAL Y COMUNICACIONES
    (2229) GRADO EN INGENIERIA BIOMEDICA (FUENLABRADA)INFERENCIA
    (2229) GRADO EN INGENIERIA BIOMEDICA (FUENLABRADA)PRACTICAS EXTERNAS 1 (PRACTICAS CLINICAS)
    (2229) GRADO EN INGENIERIA BIOMEDICA (FUENLABRADA)PROCESADO DE SEÑALES FISIOLOGICAS
    (2291) GRADO EN INGENIERIA BIOMEDICA (INGLES) (ALCORCON)ARTIFICIAL INTELLIGENCE AND LEARNING
    (2291) GRADO EN INGENIERIA BIOMEDICA (INGLES) (ALCORCON)EXTERNAL PRACTICES 1 (HOSPITALS AND HEALTH)
    (2291) GRADO EN INGENIERIA BIOMEDICA (INGLES) (ALCORCON)PHYSIOLOGICAL SIGNALS PROCESSING
HISTÓRICO DOCENTE (ÚLTIMOS 10 CURSOS ACADÉMICOS)

Listado de proyectos (Últimos 10 años)
Códigos de investigador
Publicaciones
Información adicional
    1. Barquero-Pérez, Óscar; Cámara Vázquez, Miguel Ángel; Vadillo-Valderrama, Alba; Goya-Esteban, Rebeca; Autonomic Nervous System and Recall Modeling in Audiovisual Advertising Emotion Mediated using Partial Least Squares-Path modeling Frontiers in Psychology 11 2528 2020
    2. Garcia-Carretero, Rafael; Vigil-Medina, Luis; Mora-Jimenez, Inmaculada; Soguero-Ruiz, Cristina; Barquero-Perez, Oscar; Ramos-Lopez, Javier;Use of a K-nearest neighbors model to predict the development of type 2 diabetes within 2 years in an obese, hypertensive population. Medical & Biological Engineering & Computing, 1-12. 2020
    3. Garcia-Carretero, Rafael; Vigil-Medina, Luis; Barquero-Perez, Oscar; Mora-Jimenez, Inmaculada; Soguero-Ruiz, Cristina; Goya-Esteban, Rebeca; Ramos-Lopez, Javier;Logistic LASSO and Elastic Net to Characterize Vitamin D Deficiency in a Hypertensive Obese Population. Metabolic Syndrome and Related Disorders.18279-85.2020
    4. Garcia-Carretero, Rafael; Vigil-Medina, Luis; Barquero-Perez, Oscar; Ramos-Lopez, Javier; Pulse wave velocity and machine learning to predict cardiovascular outcomes in prediabetic and diabetic populations.Journal of Medical Systems44,1-16, 2020
    5. Garcia-Carretero, Rafael; Vigil-Medina, Luis; Barquero-Perez, Oscar; Ramos-Lopez, Javier; Relevant Features in Nonalcoholic Steatohepatitis Determined Using Machine Learning for Feature Selection. Metabolic syndrome and related disorders. 17,9,444-451,2019
    6. Risco, David; Martínez, Remigio; Bravo, María; Llario, Pedro Fernández; Cerrato, Rosario; Garcia-Jiménez, Waldo Luis; Gonçalves, Pilar; García, Alfredo; Barquero-Pérez, Óscar; Quesada, Alberto; Nasal shedding of Mycobacterium tuberculosis in wild boar is related to generalised tuberculosis and concomitant infections.Veterinary Record,2019
    7. Garcia-Carretero, Rafael; Barquero-Perez, Oscar; Mora-Jimenez, Inmaculada; Soguero-Ruiz, Cristina; Goya-Esteban, Rebeca; Ramos-Lopez, Javier; Identification of clinically relevant features in hypertensive patients using penalized regression: a case study of cardiovascular events. Medical & biological engineering & computing57,9,2011-2026,2019
    8. García-Carretero, R; Barquero-Pérez, O; Mora-Jiménez, I; Soguero-Ruiz, C; Goya-Esteban, R; Rodríguez-Castro, C; Ramos-López, J; Prevalence and clinical features of non-alcoholic steatohepatitis in a hypertensive population. Hipertension y riesgo vascular 36,3,130-136,2019
    9. Pastor-Pérez, Francisco J; García-Alberola, Arcadio; Navarro-Peñalver, Marina; Goya-Esteban, Rebeca; Garrido-Bravo, Iris P; Barquero-Pérez, Oscar; Rojo-Álvarez, Jose Luis; Pascual-Figal, Domingo A; Lack of improvement in autonomic cardiac tone after sacubitril/valsartan at lower than target doses.Journal of Electrocardiology, 52, 99-100,2019
    10. Chidean, Mihaela I; Barquero-Pérez, Óscar; Goya-Esteban, Rebeca; Sánchez Sixto, Alberto; de la Cruz Torres, Blanca; Naranjo Orellana, Jose; Sarabia Cachadiña, Elena; Caamaño, Antonio J; Full Band Spectra Analysis of Gait Acceleration Signals for Peripheral Arterial Disease Patients. Frontiers in physiology, 9, 1061, 2018
    11. Carretero, R Garcia; Perez, O Barquero; Esteban, R Goya; Medina, L Vigil; CYSTATIN C AS A PREDICTOR OF MORTALITY AND CARDIOVASCULAR RISK IN A HYPERTENSIVE POPULATION. Journal of Hypertension, 36,e120,2018
    12. Risco, David; Gonçalves, Pilar; Mentaberre, Gregorio; Navarro-González, Nora; Casas-Díaz, Encarna; Gassó, Diana; Colom-Cadena, Andreu; Fernández-Aguilar, Xavier; Castillo-Contreras, Raquel; Velarde, Roser; Biometrical measurements as efficient indicators to assess wild boar body condition. Ecological Indicators, 88, 43-50, 2018
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