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Barquero Pérez, Óscar oscar.barquero@urjc.es

Teoría de la Señal y Comunicaciones y Sistemas Telemáticos y Computación / Universidad Rey Juan Carlos

Publications

Use of a K-nearest neighbors model to predict the development of type 2 diabetes within 2 years in an obese, hypertensive population

  • Garcia-Carretero, Rafael
  • Vigil-Medina, Luis
  • Mora-Jimenez, Inmaculada
  • Soguero-Ruiz, Cristina
  • Barquero-Perez, Oscar
  • Ramos-Lopez, Javier;

Medical & Biological Engineering & Computing (p. 991-1002) - 1/5/2020

10.1007/s11517-020-02132-w View at source

  • ISSN 01400118

The Use of Machine Learning Techniques to Determine the Predictive Value of Inflammatory Biomarkers in the Development of Type 2 Diabetes Mellitus

  • Garcia-Carretero, Rafael
  • Vigil-Medina, Luis
  • Barquero-Perez, Oscar;

Metabolic Syndrome And Related Disorders (p. 240-248) - 1/5/2021

10.1089/met.2020.0139 View at source

  • ISSN 15404196

Sudden Cardiac Risk Stratification with Electrocardiographic Indices - A Review on Computational Processing, Technology Transfer, and Scientific Evidence

  • Gimeno-Blanes, F.J.
  • Blanco-Velasco, M.
  • Barquero-Pérez, Ó.
  • García-Alberola, A.
  • Rojo-álvarez, J.L.

Frontiers In Physiology - 7/3/2016

Editor: Frontiers Research Foundation

10.3389/fphys.2016.00082 View at source

  • ISSN 1664042X
  • ISSN/ISBN 1664-042X

Spectrally adapted Mercer kernels for support vector nonuniform interpolation

  • Figuera, Carlos
  • Barquero-Perez, Oscar
  • Luis Rojo-Alvarez, Jose
  • Martinez-Ramon, Manel
  • Guerrero-Curieses, Alicia
  • Caamano, Antonio J.;

Signal Processing (p. 421-433) - 1/1/2014

10.1016/j.sigpro.2013.07.010 View at source

  • ISSN 01651684

Short-Term Variability of Heart Rate Turbulence in Chronic Heart Failure

  • Manzano-Fernandez, Sergio
  • Pastor-Perez, Francisco J.
  • Barquero-Perez, Oscar
  • Pascual-Figal, Domingo A.
  • Goya-Esteban, Rebeca
  • Luis Rojo-Alvarez, Jose
  • Caamano-Fernandez, Antonio
  • Martinez Martinez-Espejo, Maria Dolores
  • Januzzi, James Louis
  • Valdes, Mariano
  • Garcia-Alberola, Arcadio;
... View more Collapse

Journal Of Cardiac Failure (p. 735-741) - 1/9/2011

10.1016/j.cardfail.2011.05.007 View at source

  • ISSN 10719164

Relevant Features in Nonalcoholic Steatohepatitis Determined Using Machine Learning for Feature Selection

  • Garcia-Carretero, Rafael
  • Vigil-Medina, Luis
  • Barquero-Perez, Oscar
  • Ramos-Lopez, Javier;

Metabolic Syndrome And Related Disorders (p. 444-451) - 1/11/2019

10.1089/met.2019.0052 View at source

  • ISSN 15404196

Regularization Techniques for ECG Imaging during Atrial Fibrillation: A Computational Study (vol 7, 466, 2016)

  • Figuera, Carlos
  • Suarez-Gutierrez, Victor
  • Hernandez-Romero, Ismael
  • Rodrigo, Miguel
  • Liberos, Alejandro
  • Atienza, Felipe
  • Guillem, Maria S.
  • Barquero-Perez, Oscar
  • Climent, Andreu M.
  • Alonso-Atienza, Felipe;
... View more Collapse

Frontiers In Physiology - 17/11/2016

10.3389/fphys.2016.00556 View at source

  • ISSN 1664042X

Regularization Techniques for ECG Imaging during Atrial Fibrillation: A Computational Study

  • Figuera, Carlos
  • Suarez-Gutierrez, Victor
  • Hernandez-Romero, Ismael
  • Rodrigo, Miguel
  • Liberos, Alejandro
  • Atienza, Felipe
  • Guillern, Maria S.
  • Barquero-Perez, Oscar
  • Climent, Andreu M.
  • Alonso-Atienza, Felipe;
... View more Collapse

Frontiers In Physiology - 14/10/2016

10.3389/fphys.2016.00466 View at source

  • ISSN 1664042X

Quality estimation of the electrocardiogram using cross-correlation among leads

  • Morgado, Eduardo
  • Alonso-Atienza, Felipe
  • Santiago-Mozos, Ricardo
  • Barquero-Perez, Oscar
  • Silva, Ikaro
  • Ramos, Javier
  • Mark, Roger;
... View more Collapse

Biomedical Engineering Online - 20/6/2015

10.1186/s12938-015-0053-1 View at source

  • ISSN 1475925X

Pulse Wave Velocity and Machine Learning to Predict Cardiovascular Outcomes in Prediabetic and Diabetic Populations

  • Garcia-Carretero, Rafael
  • Vigil-Medina, Luis
  • Barquero-Perez, Oscar
  • Ramos-Lopez, Javier;

Journal Of Medical Systems - 1/1/2019

10.1007/s10916-019-1479-y View at source

  • ISSN 01485598

This researcher has no books.

Modelado de la Influencia de la Variabilidad de Frecuencia Cardíaca en la Turbulencia del Ciclo Cardíaco

  • Oscar Barquero Pérez
  • S Cantero
  • R Goya
  • JL Rojo Alvarez
  • A García Alberola

Xxxv Congreso Anual De La Sociedad Española De Ingeniería Biomédica: Libro De Actas (p. 473-476) - 1/1/2017

  • iMarina

Inclusión de información a priori en la solución del problema inverso de electrocardiografía durante fibrilación auricular

  • Miguel Ángel Cámara Vázquez
  • Víctor Suárez Gutiérrez
  • Ismael Hernández
  • F Alonso Atienza
  • Carlos Figuera
  • MS Guillem
  • Andreu M Climent
  • Oscar Barquero Pérez
... View more Collapse

Xxxv Congreso Anual De La Sociedad Española De Ingeniería Biomédica: Libro De Actas (p. 121-124) - 1/1/2017

  • iMarina

Enseñanza del aprendizaje automático utilizando las competiciones de Kaggle

  • Rebeca Goya Esteban
  • Oscar Barquero Pérez
  • Carlos Figuera Pozuelo

Nuevos Enfoques En La Innovación Docente Universitaria: Iii Tele(In)2 Conference Proceedings (p. 66-70) - 1/1/2017

  • iMarina

Caracterización fisiológica de la respuesta a estímulos audiovisuales

  • Oscar Barquero Pérez
  • Miguel Ángel Cámara Vázquez
  • Rebeca Goya Esteban

Procesos Cognitivos Y Neuromarketing: Un Acercamiento A Las Emociones Del Consumidor (p. 141-156) - 1/1/2021

  • iMarina

Aprendizaje en procesamiento de señales médicas basado en la resolución de problemas reales mediante competiciones tipo Kaggle

  • Rebeca Goya Esteban
  • Miguel Ángel Cámara Vázquez
  • Oscar Barquero Pérez

La Tecnología Como Eje Del Cambio Metodológico (p. 278-282) - 1/1/2020

  • iMarina

Análisis de la importancia de las características de la esteatohepatitis no alcohólica aplicando modelos Random Forest

  • Roberto Holgado Cuadrado
  • R. García Carretero
  • Oscar Barquero Pérez

Xxxviii Congreso Anual De La Sociedad Española De Ingeniería Biomédica. Caseib 2020: Libro De Actas (p. 177-180) - 1/1/2020

Editor: Grupo de Ingeniería Biomédica

  • ISSN/ISBN 978-84-09-25491-0

Usefulness of 7-day Holter Monitoring for Heart Rate Variability Nonlinear Dynamics Evaluation

  • Goya-Esteban, R.
  • Barquero-Perez, O.
  • Caamano-Fernandez, A.
  • Rojo-Alvarez, J. L.
  • Pastor-Perez, F. J.
  • Manzano-Fernandez, S.
  • Garcia-Alberola, A.;
... View more Collapse

2013 40th Computing in Cardiology Conference, CinC 2013 (p. 105-108) - 1/1/2011

  • ISSN 23258861
  • iMarina

USEFULNESS OF 7-DAY HOLTER MONITORING FOR THE EVALUATION OF HEART RATE TURBULENCE IN CHRONIC HEART FAILURE: VALUE OF HRT

  • Manzano-Fernandez, S.
  • Pastor-Perez, F. J.
  • Barquero-Perez, O.
  • Pascual-Figal, D. A.
  • Goya-Esteban, R.
  • Rojo-Alvarez, J. L.
  • Valdes Chavarri, M.
  • Garcia-Alberola, A.;
... View more Collapse

Journal Of Cardiovascular Electrophysiology (p. S100-S100) - 1/10/2011

  • ISSN 10453873
  • iMarina

Spectral and Nonlinear Analysis of Surgical Ventricular Fibrillation

  • Javier Pulido-Hidalgo, Francisco
  • Barquero-Perez, Oscar
  • Soguero-Ruiz, Cristina
  • Jose Sanchez-Munoz, Juan
  • Luis Rojo-Alvarez, Jose
  • Garcia-Alberola, Arcadi;

2013 40th Computing in Cardiology Conference, CinC 2013 (p. 1123-1126) - 1/1/2013

  • ISSN 23258861
  • iMarina

Signal Processing Subsystem Validation for T-wave Alternans Estimation

  • Goya-Esteban, R.
  • Mora-Jiménez, I.
  • Blanco-Velasco, M.
  • Barquero-Pérez, O.
  • Caamaño-Fernandez, A.
  • Rojo-Álvarez, J.L.
  • García-Alberola, A.
... View more Collapse

2013 40th Computing in Cardiology Conference, CinC 2013 (p. 1035-1038) - 1/1/2010

  • ISSN 23258861
  • ISSN/ISBN 9781424473182

Seven-day analysis of atrial fibrillation and circadian rhythms

  • Goya-Esteban R
  • Sandberg F
  • Barquero-Pérez Ó
  • García-Alberola A
  • Sörnmo L
  • Rojo-Álvarez JL

BIOSIGNALS 2013 - Proceedings of the International Conference on Bio-Inspired Systems and Signal Processing (p. 20-24) - 1/1/2013

  • iMarina

Rhythmometric Analysis of Heart Rate Variability Indices During Long Term Monitoring

  • Goya-Esteban, R.
  • Mora-Jimenez, I.
  • Rojo-Alvarez, J. L.
  • Barquero-Perez, O.
  • Manzano-Martinez, S.
  • Pastor-Perez, F.
  • Pascual-Figal, D.
  • Garcia-Alberola, A.;
... View more Collapse

Computers In Cardiology (p. 57-+) - 1/1/2009

  • ISSN 02766574
  • iMarina

Relationship between Heart Rate Turbulence and Local Physiological Variables in Heart Failure Patients

  • Barquero-Perez, O.
  • Goya-Esteban, R.
  • Everss, E.
  • Figuera-Pozuelo, C.
  • Rojo-Alvarez, J. L.
  • Pascual-Figal, D.
  • Garcia-Alberola, A.;
... View more Collapse

2013 40th Computing in Cardiology Conference, CinC 2013 (p. 93-96) - 1/1/2011

  • ISSN 23258861
  • iMarina

Post Extrasystolic T Wave Change in Subjects With Structural Healthy Ventricles - Measurement and Simulation

  • Lenis, Gustavo
  • Lutz, Yannick
  • Seeman, Gunnar
  • Garcia-Alberola, Arcadi
  • Luis Rojo-Alvarez, Jose
  • Barquero-Perez, Oscar
  • Gil, Eduardo
  • Doessel, Olaf;
... View more Collapse

2013 40th Computing in Cardiology Conference, CinC 2013 (p. 1069-1072) - 1/1/2014

  • ISSN 23258861
  • iMarina

Physiological Feature Analysis in Heart Rate Turbulence using LASSO Model

  • Barquero-Perez, O.
  • Goya-Esteban, R.
  • Figuera, C.
  • Mora-Jimenez, I.
  • Garcia-Alberola, A.
  • Rojo-Alvarez, J. L.;

2013 40th Computing in Cardiology Conference, CinC 2013 (p. 943-946) - 1/1/2013

  • ISSN 23258861
  • iMarina

Performance of Inverse Problem Regularization Methods for Driver Location during Atrial Fibrillation

  • Figuera, Carlos
  • Suarez-Gutierrez, Victor
  • Barquero-Perez, Oscar
  • Goya-Esteban, Rebeca
  • Rodrigo, Miguel
  • Hernandez, Ismael
  • Atienza, Felipe
  • Guillem, Maria S.
  • Climent, Andreu M.
  • Alonso-Atienza, Felipe;
... View more Collapse

2013 40th Computing in Cardiology Conference, CinC 2013 (p. 693-696) - 1/1/2016

  • ISSN 23258861
  • iMarina

This researcher has no working papers.

This researcher has no technical reports.

This researcher has no research projects.

Increasing Physiological Insight to Predict Clinically Relevant Outcomes in Hypertensive Patients Using Machine Learning Modeling

  • Francisco Javier Ramos López (Director)
  • Oscar Barquero Pérez (Director) Doctorando: Rafael García Carretero

9/7/2020

  • iMarina

Convex Optimization and Statistical Learning for Non-Invasive Electrical Cardiac Activity Estimation in Atrial Fibrillation

  • Morgado Reyes, Eduardo (Director)
  • Barquero Pérez, Óscar (Codirector) Doctorando: MIGUEL ANGEL CAMARA VAZQUEZ

19/11/2021

  • iMarina

This researcher has no patents or software licenses.

Last data update: 9/21/23 2:17 PM