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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

Exploratory integration of near-infrared spectroscopy with clinical data: a machine learning approach for HCV detection in serum samples

  • Perez-Gomez, Eloy
  • Gomez, Jose
  • Gonzalo, Jennifer
  • Salguero, Sergio
  • Riado, Daniel
  • Casas, Maria Luisa
  • Gutierrez, Maria Luisa
  • Jaime, Elena
  • Perez-Martinez, Enrique
  • Garcia-Carretero, Rafael
  • Ramos, Javier
  • Fernandez-Rodriguez, Conrado
  • Catala, Myriam
  • Martino, Luca
  • Barquero-Perez, Oscar
... View more Collapse

Frontiers Of Medicine - 9/6/2025

10.3389/fmed.2025.1596476 View at source

  • ISSN 20950217

Nationwide study of COVID-19 outcomes in hematologic patients following bone marrow transplantation

  • Garcia-Carretero, Rafael
  • Ordonez-Garcia, Maria
  • Rodriguez-Gonzalez, Maria
  • Barquero-Perez, Oscar
  • Gil-Prieto, Ruth
  • Gil-de-Miguel, Angel

Scientific Reports - 26/3/2025

10.1038/s41598-025-95246-w View at source

  • ISSN 20452322

Hands-On Mastery in Physiological Signal Processing: A Challenge-Based Learning Approach

  • Óscar Barquero‐Pérez
  • Miguel Ángel Cámara-Vázquez
  • Rebeca Goya–Esteban

Biomedical Engineering Education - 27/1/2025

10.1007/s43683-025-00169-7 View at source

  • ISSN 27305937

Non-invasive estimation of atrial fibrillation driver position using long-short term memory neural networks and body surface potentials

  • Gutiérrez-Fernández-Calvillo, M
  • Cámara-Vázquez, MA
  • Hernández-Romero, I
  • Guillem, MS
  • Climent, AM
  • Fambuena-Santos, C
  • Barquero-Pérez, O
... View more Collapse

Computer Methods And Programs In Biomedicine - 1/4/2024

10.1016/j.cmpb.2024.108052 View at source

  • ISSN 01692607

Near infrared spectroscopy (NIRS) and machine learning as a promising tandem for fast viral detection in serum microsamples: A preclinical proof of concept

  • Gomez, J
  • Barquero-Pérez, O
  • Gonzalo, J
  • Salgüero, S
  • Riado, D
  • Casas, ML
  • Gutiérrez, ML
  • Jaime, E
  • Pérez-Martínez, E
  • García-Carretero, R
  • Ramos, J
  • Fernández-Rodriguez, C
  • Catala, M
... View more Collapse

Spectrochimica Acta Part A-Molecular And Biomolecular Spectroscopy - 5/12/2024

  • ISSN 13861425
  • iMarina

Main causes of producing honey bee colony losses in southwestern Spain: a novel machine learning-based approach

  • García-Vicente, EJ
  • Benito-Murcia, M
  • Domínguez, MM
  • Pérez, AP
  • Sánchez, MG
  • Rey-Casero, I
  • Rodríguez, JMA
  • Barquero-Pérez, O
  • Pérez, DR
... View more Collapse

Apidologie - 1/10/2024

10.1007/s13592-024-01108-1 View at source

  • ISSN 00448435

Deep Neural Network: An Alternative to Traditional Channel Estimators in Massive MIMO Systems

  • Melgar, A
  • De la Fuente, A
  • Carro-Calvo, L
  • Barquero-Pérez, O
  • Morgado, E

Ieee Transactions On Cognitive Communications And Networking (p. 657-671) - 1/6/2022

10.1109/tccn.2022.3164888 View at source

  • ISSN 23327731

Assessment of Classification Models and Relevant Features on Nonalcoholic Steatohepatitis Using Random Forest

  • García-Carretero, R
  • Holgado-Cuadrado, R
  • Barquero-Pérez, O

Entropy - 1/6/2021

Editor: MDPI AG

10.3390/e23060763 View at source

  • ISSN 10994300
  • ISSN/ISBN 1099-4300

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

  • Garcia-Carretero, R
  • Vigil-Medina, L
  • Barquero-Perez, O

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

10.1089/met.2020.0139 View at source

  • ISSN 15404196

Electrocardiographic imaging including intracardiac information to achieve accurate global mapping during atrial fibrillation

  • Cámara-Vázquez, MA
  • Hernández-Romero, I
  • Rodrigo, M
  • Alonso-Atienza, F
  • Figuera, C
  • Morgado-Reyes, E
  • Atienza, F
  • Guillem, MS
  • Climent, AM
  • Barquero-Pérez, O
... View more Collapse

Biomedical Signal Processing And Control - 1/2/2021

10.1016/j.bspc.2020.102354 View at source

  • ISSN 17468094

This researcher has no books.

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

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

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

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

Modeling Gender Differences in Heart Rate During the Diving Reflex: Insights into Physiological Adaptability

  • Rey-Paredes M
  • Barquero-Perez O
  • Goya-Esteban R
  • Luque-Casado A
  • Grassi D
  • Suarez F

2013 40th Computing In Cardiology Conference, Cinc 2013 - 1/1/2023

10.22489/cinc.2023.148 View at source

  • ISSN 23258861

EGM Reconstruction from BSPs in Atrial Fibrillation Using Deep Learning

  • Gutierrez-Fernandez M
  • Camara-Vazqueza MA
  • Hernandez-Romero I
  • Fambuena-Santos C
  • Guillem MS
  • Climent AM
  • Barquero-Perez O
... View more Collapse

2013 40th Computing In Cardiology Conference, Cinc 2013 - 1/1/2023

10.22489/cinc.2023.302 View at source

  • ISSN 23258861

Quantifying the Autonomic Nervous System Influence on Heart Rate Turbulence using Partial Least Squares Path Modeling

  • Puente-Diaz H
  • Garcia-Carretero R
  • Goya-Esteban R
  • Barquero-Perez O

2013 40th Computing In Cardiology Conference, Cinc 2013 - 1/1/2022

10.22489/cinc.2022.147 View at source

  • ISSN 23258861

Hepatitis C Virus positivity prediction from serum samples using NIRS and L1-penalized classification

  • Barquero-Pérez, O
  • Gómez-Sánchez, J
  • Riado-Mínguez, D
  • Gonzalo-Segovia, J
  • García-Carretero, R
  • Casas-Losada, ML
  • Fernández-Rodríguez, S
  • Gutiérrez-García, ML
  • Jaime-Lara, E
  • Pérez-Martínez, E
  • Ramos-López, J
  • Salgüro-Fernández, S
  • Fernández-Rodríguez, C
  • Catalá, M
... View more Collapse

Conference Proceedings : ... Annual International Conference Of The Ieee Engineering In Medicine And Biology Society. Ieee Engineering In Medicine And Biology Society. Conference (p. 3572-3576) - 1/1/2022

10.1109/embc48229.2022.9871807 View at source

  • ISSN 1557170X

Non-Invasive Atrial Fibrillation Driver Localization Using Recurrent Neural Networks and Body Surface Potentials

  • Gutierrez-Fernandez-Calvillo M
  • Camara-Vazquez MA
  • Hernandez-Romero I
  • Guillem MS
  • Climent AM
  • Barquero-Perez O

2013 40th Computing In Cardiology Conference, Cinc 2013 - 1/1/2022

10.22489/cinc.2022.163 View at source

  • ISSN 23258861

Detection of Atrial Fibrillation Driver Locations Using CNN and Body Surface Potentials

  • Cámara-Vázquez, MA
  • Hernández-Romero, I
  • Morgado-Reyes, E
  • Guillem, MS
  • Climent, AM
  • Barquero-Pérez, O

2013 40th Computing in Cardiology Conference, CinC 2013 - 1/1/2021

10.23919/cinc53138.2021.9662838 View at source

  • ISSN 23258861

Atrial Fibrillation Driver Localization From Body Surface Potentials Using Deep Learning

  • Cámara-Vázquez, MA
  • Oter-Astillero, A
  • Hernández-Romero, I
  • Rodrigo, M
  • Morgado-Reyes, E
  • Sánchez, MDG
  • Climent, AM
  • Barquero-Pérez, O
... View more Collapse

2013 40th Computing in Cardiology Conference, CinC 2013 - 1/1/2020

10.22489/cinc.2020.383 View at source

  • ISSN 23258861

CYSTATIN C AS A PREDICTOR OF MORTALITY AND CARDIOVASCULAR RISK IN A HYPERTENSIVE POPULATION

  • Carretero, RG
  • Perez, OB
  • Esteban, RG
  • Medina, LV

Journal Of Hypertension (p. E120-E120) - 1/6/2018

10.1097/01.hjh.0000539311.47410.1e View at source

  • ISSN 02636352

L1 Penalized Cox Regression to Characterize Cardiovascular Events in Hypertensive Patients

  • García-Carretero, R
  • Barquero-Pérez, O
  • Mora-Jiménez, I
  • Soguero-Ruiz, C
  • Goya-Esteban, R
  • Marques, AG
  • Ramos-López, J
... 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

Modelling Cardiovascular Condition Evolution in Hypertensive Population Using Graph Signal Processing

  • Marques, AG
  • Soguero-Ruiz, C
  • Ramos, J
  • Mora-Jiménez, I
  • Goya-Esteban, R
  • García-Carretero, R
  • Barquero-Pérez, O
... 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

This researcher has no working papers.

This researcher has no technical reports.

Los artefactos de la liturgia medieval y su presencia en la cultura visual: objetos, vestiduras y libros (ss.VI-XVI)

  • Vila Santos, María (Investigador/a)
  • Gómez Sánchez, José (Investigador/a)
  • Galán Delgado, Diego (Investigador/a)
  • Cadarso Morga, Luis (Investigador/a)
  • Vélez Serrano, José Francisco (Investigador/a)
  • Morere Molinero, Nuria Elisa (Investigador/a)
  • Mercado Romero, Francisco (Investigador/a)
  • Celis Fernández, Raúl de (Investigador/a)
  • Sánchez Calle, Ángel (Investigador/a)
  • González Sánchez, Rocío (Investigador principal (IP))
  • Barjola Valero, Paloma (Investigador/a)
  • Saavedra García, Jorge (Investigador principal (IP))
  • Ruiz Parrado, Victoria (Investigador principal (IP))
  • Fuentes Moraleda, Laura (Investigador/a)
  • Fernandes Magalhaes, Roberto (Investigador/a)
  • Olivares González, Alberto (Investigador/a)
  • Campo Gómez, Mónica (Investigador/a)
  • Menchero Sánchez, Miriam (Investigador principal (IP))
  • Ferrera García, David (Investigador/a)
  • Marinescu Belenkov, Marius Alexandru (Investigador/a)
  • Cortés Fernández, Alejandro (Investigador principal (IP))
  • Pastor Palomar, Antonio (Investigador/a)
  • Martín Buro García de Dionisio, María del Carmen (Investigador principal (IP))
  • Staffetti Giammaria, Ernesto (Investigador/a)
  • González Prolongo, Silvia (Investigador/a)
  • Alzina Lozano, Álvaro (Investigador principal (IP))
  • Peñacoba Puente, María Cecilia (Investigador/a)
  • Buelta Méndez, Almudena José (Investigador principal (IP))
  • Alique Amor, David (Investigador/a)
  • Fernández Abad, Carlos (Investigador/a)
  • Catalá Mesón, Patricia (Investigador principal (IP))
  • Urrutxua Cereijo, Hodei (Investigador/a)
  • Jiménez Suárez, Alberto (Investigador/a)
  • Debasa Navalpotro, Felipe Rodolfo (Investigador/a)
  • Gutiérrez Hermoso, Lorena (Investigador/a)
  • Chen, Xin (Investigador/a)
  • Martínez Díaz, David (Investigador principal (IP))
  • Jiménez García, Francisco (Investigador/a)
  • Balea Carbajo, Paula (Investigador principal (IP))
  • Rey Escudero, Samuel (Investigador principal (IP))
  • ESPEUTE, EMMA VIOLETTE (Investigador/a)
  • Ropero Carrasco, Julia (Investigador/a)
  • Alcalá Martín, José Andrés (Investigador principal (IP))
  • Soguero Ruíz, Cristina (Investigador/a)
  • Arredondo Conchillo, Belén (Investigador/a)
  • Rodríguez Rubio, María Carmen (Investigador/a)
  • PAZOS LOPEZ, ANGEL (Investigador principal (IP))
  • García Marqués, Antonio (Investigador/a)
  • Martín Martín, Diego (Investigador/a)
  • García Sánchez, Beatriz (Investigador/a)
  • Aizpún Bobadilla, Teresa (Investigador/a)
  • Barquero Pérez, Óscar (Investigador/a)
  • Toledo Serrano, Javier (Investigador principal (IP))
  • Yela Uceda, Mercedes (Investigador principal (IP))
  • Moreno Olivo, Francisco Miguel (Investigador principal (IP))
  • García Valdés, Raúl (Investigador principal (IP))
  • Martín Rodríguez, Gabriel (Investigador/a)
  • Pérez Rodríguez, Rodrigo (Investigador/a)
  • Merinero Mesa, Sonia (Investigador principal (IP))
  • González León, Carlos (Investigador/a)
  • Sánchez Rosa, Antonio (Investigador/a)
  • Beltrán de la Cita, Jorge (Investigador principal (IP))
  • Millanes Romero, Ana María (Investigador/a)
  • López de Zubiría Díaz, Sandra (Investigador/a)
  • Artigas Arnaudas, José Joaquín (Investigador/a)
  • Guerrero Hernández, José Miguel (Investigador/a)
  • Ureña Fernández, Alejandro (Investigador/a)
  • Pérez Pérez, Cristina (Investigador principal (IP))
  • Díaz Mena, Victor (Investigador/a)
  • Valverde Albacete, Francisco José (Investigador/a)
  • Fernández Sánchez-Romate, Xoan Xosé (Investigador principal (IP))
  • Laguna Sánchez, María Pilar (Investigador/a)
  • Prado Escudero, Javier de (Investigador/a)
  • Goya Esteban, Rebeca (Investigador/a)
  • Sánchez Martínez, María (Investigador/a)
  • Bonilla Priego, María Jesús (Investigador/a)
  • González Banciella, Andrés (Investigador/a)
  • Gómez Ruiz, Santiago (Investigador/a)
  • Santero Sánchez, Rosa (Investigador/a)
  • Segovia Pérez, Mónica (Investigador/a)
  • Muñoz Moreno, Bianca Karelia (Investigador/a)
  • García Benito, Inés (Investigador principal (IP))
  • Nájera Sánchez, Juan José (Investigador/a)
  • Bakkali, Hicham (Investigador/a)
  • Díaz García, Diana (Investigador principal (IP))
  • González Torres, Thais (Investigador principal (IP))
  • Martínez Martínez, Fernando (Investigador/a)
  • Méndez Arriaga, José Manuel (Investigador/a)
  • Martín Barroso, Estefanía (Investigador/a)
  • Villacé Molinero, María Teresa (Investigador/a)
  • Prashar, Sanjiv (Investigador/a)
  • Ardoy Cuadros, Juan (Investigador/a)
  • Calle Durán, María Carmen de la (Investigador/a)
  • Soriano Salvador, Enrique (Investigador/a)
  • Ama Espinosa, Antonio José del (Investigador/a)
  • Bayona Beriso, Sofía (Investigador/a)
  • Pelechano Barahona, Eva (Investigador/a)
  • Chidean, Mihaela Ioana (Investigador principal (IP))
  • Lora Millán, Julio Salvador (Investigador principal (IP))
  • Sújar Garrido, Aarón (Investigador principal (IP))
  • Campos García, Irene (Investigador principal (IP))
  • Villacrés Estrada, Grace Silvana (Investigador principal (IP))
  • Torrado Carvajal, Ángel (Investigador/a)
  • Zapata Cáceres, María (Investigador/a)
  • Enciso Alonso-Muñumer, Isabel Luisa (Investigador/a)
  • Molina Rueda, Francisco (Investigador/a)
  • Mata Fernández, Susana (Investigador/a)
  • Perruca Gracia, Marina (Investigador principal (IP))
  • Castaño Peña, Juan Alejandro (Investigador principal (IP))
  • Ordás López, María del Camino (Investigador/a)
  • Sánchez de Madariaga, Elena (Investigador/a)
  • Bartolomé Vílchez, Javier (Investigador principal (IP))
  • Quintana González, Julia (Investigador principal (IP))
  • Peláez Cordeiro, Irene Julia (Investigador/a)
  • Coya Párraga, María Carmen (Investigador/a)
... View more Collapse

Period: 01-11-2024 - 31-10-2026

  • iMarina

Procesamiento y aprendizaje de datos sobre grafos. Desde la inferencia de la estructura a las aplicaciones.

  • García Morales, Jan (Investigador/a)
  • Real Rojas, Fernando (Investigador/a)
  • Escudero Arnanz, Óscar (Investigador/a)
  • ROZADA DOVAL, SERGIO (Investigador/a)
  • Segarra, Santiago (Investigador/a)
  • Gutiérrez Fernández-Calvillo, Miriam (Investigador/a)
  • Mateos Buckstein, Gonzalo (Investigador/a)
  • Giannakis, Georgios B. (Investigador/a)
  • Leus, Geert (Investigador/a)
  • Iglesias García, Fernando José (Investigador/a)
  • Ribeiro, Alejandro (Investigador/a)
  • Martino, Luca (Investigador/a)
  • Tenorio Gómez, Víctor Manuel (Investigador/a)
  • Buciulea Vlas, Andrei (Investigador/a)
  • Morgado Reyes, Eduardo (Investigador principal (IP))
  • García Carretero, Rafael (Investigador/a)
  • San Millán Castillo, Roberto (Investigador/a)
  • Barquero Pérez, Óscar (Investigador/a)
  • López Yela, Alberto (Investigador/a)
  • Ramos López, Francisco Javier (Investigador/a)
  • García Marqués, Antonio (Investigador principal (IP))
  • Rey Escudero, Samuel (Investigador/a)
  • Mora Jiménez, Inmaculada (Investigador/a)
  • Fuente Iglesias, Alejandro de la (Investigador/a)
... View more Collapse

Period: 01-09-2023 - 31-08-2026

  • iMarina

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

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

19/11/2021

  • iMarina

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

Robust Signal Processing in Cardiac Signals: Applications in Heart Rate Variability, Heart Rate Turbulence and Fibrillatory Arrhythmias

  • Barquero Pérez, Óscar (Titulado/a)
  • Inmaculada Mora Jiménez (Director)
  • José Luis Rojo Alvarez (Director) Doctorando: Oscar Barquero Pérez

1/1/2014

  • iMarina

This researcher has no patents or software licenses.

Last data update: 11/10/25 9:58 AM