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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

Ontology for Heart Rate Turbulence Domain Applying the Conceptual Model of SNOMED-CT

  • Soguero-Ruiz, Cristina
  • Lechuga, Luis
  • Mora-Jimenez, Inmaculada
  • Ramos-Lopez, Javier
  • Barquero-Perez, Oscar
  • Garcia-Alberola, Arcadi
  • Rojo-Alvarez, Jose L.;
... View more Collapse

2013 40th Computing in Cardiology Conference, CinC 2013 (p. 93-96) - 1/1/2012

  • ISSN 23258861
  • iMarina

Nonlinear Characteristics of Ventricular Fibrillation Depend on Myocardial Infarction Locations

  • Gonzalez-Gonzalez, Maria
  • 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. 619-622) - 1/1/2013

  • ISSN 23258861
  • iMarina

Modelling Cardiovascular Condition Evolution in Hypertensive Population Using Graph Signal Processing

  • Marques, Antonio G.
  • Soguero-Ruiz, Cristina
  • Ramos, Javier
  • Mora-Jimenez, Inmaculada
  • Goya-Esteban, Rebeca
  • Garcia-Carretero, Rafael
  • Barquero-Perez, Oscar;
... View more Collapse

2013 40th Computing in Cardiology Conference, CinC 2013 (p. 1-4) - 1/1/2017

10.22489/cinc.2017.238-354 View at source

  • ISSN 23258861

L1 Penalized Cox Regression to Characterize Cardiovascular Events in Hypertensive Patients

  • Garcia-Carretero, Rafael
  • Barquero-Perez, Oscar
  • Mora-Jimenez, Inmaculada
  • Soguero-Ruiz, Cristina
  • Goya-Esteban, Rebeca
  • Marques, Antonio G.
  • Ramos-Lopez, Javier;
... View more Collapse

2013 40th Computing in Cardiology Conference, CinC 2013 (p. 1-4) - 1/1/2017

10.22489/cinc.2017.253-209 View at source

  • ISSN 23258861

Including a Priori Knowledge in the Solution of the Inverse Problem During Atrial Fibrillation

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

2013 40th Computing in Cardiology Conference, CinC 2013 (p. 1-4) - 1/1/2017

10.22489/cinc.2017.246-215 View at source

  • ISSN 23258861

Heart Rate Variability Non Linear Dynamics in Intense Exercise

  • Goya-Esteban, Rebeca
  • Barquero-Perez, Oscar
  • Sarabia-Cachadina, Elena
  • de la Cruz-Torres, Blanca
  • Naranjo-Orellana, Jose
  • Luis Rojo-Alvarez, Jose;

2013 40th Computing in Cardiology Conference, CinC 2013 (p. 177-180) - 1/1/2012

  • ISSN 23258861
  • iMarina

Heart Rate Turbulence Modulation with Coupling Interval and Heart

  • Barquero-Perez, O.
  • Figuera-Pozuelo, C.
  • Goya-Esteban, R.
  • Mora-Jimenez, I.
  • Rojo-Alvarez, J. L.
  • Gimeno-Blanes, J.
  • Garcia-Alberola, A.;
... View more Collapse

2013 40th Computing in Cardiology Conference, CinC 2013 (p. 173-176) - 1/1/2012

  • ISSN 23258861
  • iMarina

Heart Rate Turbulence Modeling using Boosted Regression Trees

  • Barquero-Perez, O
  • Goya-Esteban, R
  • Garcia-Alberola, A
  • Rojo-Alvarez, JL

2013 40th Computing in Cardiology Conference, CinC 2013 (p. 989-992) - 1/1/2015

10.1109/cic.2015.7411079 View at source

  • ISSN 23258861

HIGH DIAGNOSTIC QUALITY ECG COMPRESSION AND CS SIGNAL RECONSTRUCTION IN BODY SENSOR NETWORKS

  • Chidean, MI
  • Barquero-Perez, O
  • Zhang, Q
  • Jacobsen, RH
  • Caamano, AJ

2014 Ieee International Conference On Acoustics, Speech And Signal Processing (Icassp) (p. 6255-6259) - 1/1/2016

10.1109/icassp.2016.7472880 View at source

  • ISSN 15206149

Fundamental frequency estimation in atrial fibrillation signals using correntropy and Fourier Organization Analysis

  • Barquero-Pérez O
  • Sörnmo L
  • Goya-Esteban R
  • Mora-Jiménez I
  • García-Alberola A
  • Rojo-Álvarez JL

2012 3rd International Workshop On Cognitive Information Processing, Cip 2012 - 1/1/2012

10.1109/cip.2012.6232909 View at source

  • ISSN 23271671

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