Barquero Pérez, Óscar oscar.barquero@urjc.es
Publications
- Articles 57
- Books 0
- Book chapters 7
- Conferences 43
- Working papers 0
- Technical reports 0
- Research projects 1
- Supervised theses 3
- Patent or software license 0
Cumulative Metformin Use and Hepatocellular Carcinoma Risk After HCV SVR: A Multicentre Cohort Study.
- Calvo-Sánchez H
- Jara-Fernández L
- Encijo-Heredia R
- Villarino I
- Alvarado R
- Quiñones-Calvo M
- Gutiérrez ML
- Miquel J
- Torralba M
- Catalá M
- Gómez J
- Albertos S
- Barquero-Pérez Ó
- Fernández-Rodríguez C
- Larrubia JR
LIVER INTERNATIONAL - 1/8/2026
10.1111/liv.70798 View at source
- ISSN 14783223
Deep learning for atrial electrogram estimation: toward non-invasive arrhythmia mapping using variational autoencoders (vol 16, 1720244, 2026)
- Gutierrez-Fernandez, Miriam
- Lopez-Linares, K
- Fambuena-Santos, C
- Guillem, Maria S
- Climent, Andreu M
- Barquero-Perez, O
Frontiers in Physiology - 26/1/2026
10.3389/fphys.2026.1788430 View at source
- ISSN 1664042X
Deep learning for atrial electrogram estimation: toward non-invasive arrhythmia mapping using variational autoencoders
- Gutierrez-Fernandez, Miriam
- Lopez-Linares, K
- Fambuena-Santos, C
- Guillem, Maria S
- Climent, Andreu M
- Barquero-Perez, O
Frontiers In Physiology - 12/1/2026
10.3389/fphys.2025.1720244 View at source
- ISSN 1664042X
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
Frontiers Of Medicine (p. 1596476-1596476) - 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
Epidemiology, recurrence, and mortality in patients with Clostridioides difficile: a nationwide surveillance study (2016-2022)
- Garcia-Carretero, Rafael
- Vazquez-Gomez, Oscar
- Rodriguez-Maya, Belen
- Rodriguez-Gonzalez, Maria
- Barquero-Perez, Oscar
- Gil-Prieto, Ruth
- Gil-de-Miguel, Angel
Pathogens And Global Health (p. 10-17) - 29/10/2025
10.1080/20477724.2025.2580606 View at source
- ISSN 20477724
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
- Gutierrez-Fernandez-Calvillo, Miriam
- Camara-Vazquez, Miguel angel
- Hernandez-Romero, Ismael
- Guillem, Maria S
- Climent, Andreu M
- Fambuena-Santos, Carlos
- Barquero-Perez, Oscar
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, Jose
- Barquero-Perez, Oscar
- 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
Spectrochimica Acta Part A-Molecular And Biomolecular Spectroscopy (p. 124819-124819) - 5/12/2024
10.1016/j.saa.2024.124819 View at source
- ISSN 13861425
Main causes of producing honey bee colony losses in southwestern Spain: a novel machine learning-based approach
- Garcia-Vicente, Eduardo Jose
- Benito-Murcia, Maria
- Dominguez, Maria Martin
- Perez, Ana Perez
- Sanchez, Maria Gonzalez
- Rey-Casero, Ismael
- Rodriguez, Juan Manuel Alonso
- Barquero-Perez, Oscar
- Perez, David Risco
Apidologie - 1/10/2024
10.1007/s13592-024-01108-1 View at source
- ISSN 00448435
This researcher has no books.
Variable selection in NIRS spectra for Hepatitis C detection
- Eloy Pérez Gómez
- Oscar Barquero Pérez
- Luca Martino
- José Gómez
- Jennyfer Gonzalo Rubio
- Sergio Salgüero
- Daniel Riado Minguez
- ML Casas
- Maria Luisa Gutierrez Garcia
- Elena Jaime Lara
- Enrique Joaquín Pérez Martínez
- Rafael García Carretero
- Javier Ramos
- Conrado M Fernández Rodriguez
- Myriam Catalá Rodríguez
CASEIB 2024. Libro de Actas del XLII Congreso Anual de la Sociedad Española de Ingeniería Biomédica (p. 257-260) - 1/1/2024
- 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
- Dialnet
- 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
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
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
Impact of metformin on the prevention of hepatocarcinoma in chronic hepatitis C with advanced fibrosis after sustained virologic response
- Sanchez, Henar Calvo
- Jara, Lorena
- Villarino, Irene
- Alvarado, Ruben
- Quinones, Marta
- Diaz, Vanessa
- Gutierrez, Maria Luisa
- Miquel, Joaquin
- Torralba, Miguel
- Rubio, Sonia Albertos
- Catala, Myriam
- Gomez, Jose
- Barquero-Perez, Oscar
- Fernandez-Rodriguez, Conrado
- Larrubia, Juan Ramon
Journal Of Hepatology - 1/5/2025
- ISSN 01688278
- iMarina
Non-Invasive Characterization of Atrial Fibrillation Based on Multiscale Analysis of Body Surface Potential Mapping
- Conesa-Peraleja MB
- Fernández MG
- Linares KL
- Santos CF
- Guillem MS
- Climent AM
- Pérez ÓB
2013 40th Computing in Cardiology Conference, CinC 2013 - 1/1/2025
10.22489/cinc.2025.286 View at source
- ISSN 23258861
Synthetic EGM Generation with Variational Autoencoders
- Fernández MG
- Linares KL
- Santos CF
- Guillem MS
- Climent AM
- Pérez ÓB
2013 40th Computing in Cardiology Conference, CinC 2013 - 1/1/2025
10.22489/cinc.2025.284 View at source
- ISSN 23258861
Scoring Functions to Evaluate the Rankings Methods for Variable Selection
- Barquero Pérez, Óscar
1/1/2025
Assessing Autonomic Balance in Peripheral Arterial Disease Patients: A Generalized Multiscale Entropy Analysis of Heart Rate Variability
- Barquero-Pérez O
- Cirugeda E
- Jerónimo L
- Goya-Esteban R
- Sarabia-Cachadiña E
- Sánchez-Sixto A
- de la Cruz-Torres B
- Naranjo-Orellana J
2013 40th Computing In Cardiology Conference, Cinc 2013 - 1/1/2024
10.22489/cinc.2024.368 View at source
- ISSN 23258861
Multi-task Deep Neural Network for Intracardiac Activity Reconstruction in Atrial Fibrillation
- Gutiérrez-Fernández M
- Ángel Cámara-Vázquez M
- Hernández-Romero I
- Fambuena-Santos C
- Guillem MS
- Climent AM
- López Linares K
- Barquero-Pérez Ó
2013 40th Computing In Cardiology Conference, Cinc 2013 - 1/1/2024
10.22489/cinc.2024.410 View at source
- ISSN 23258861
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
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
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
This researcher has no working papers.
This researcher has no technical reports.
Procesamiento y aprendizaje de datos sobre grafos. Desde la inferencia de la estructura a las aplicaciones.
- 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)
- Real Rojas, Fernando (Investigador/a)
- García Morales, Jan (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)
- Tenorio Gómez, Víctor Manuel (Investigador/a)
- Buciulea Vlas, Andrei (Investigador/a)
- Morgado Reyes, Eduardo (Investigador principal (IP))
- San Millán Castillo, Roberto (Investigador/a)
Period: 01-09-2023 - 31-08-2026
- iMarina
Intracardiac Activity Characterization in Atrial Fibrillation using Deep Learning
- López-Linares Román, Karen (Codirector)
- Barquero Pérez, Óscar (Director) Doctorando: MIRIAM GUTIÉRREZ FERNÁNDEZ-CALVILLO
27/4/2026
- 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
This researcher has no patents or software licenses.
Research groups
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ORCID
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Scopus Author ID
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Dialnet id