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Education and qualifications (1)

Universidad de Valladolid: Valladolid, Castilla y León, ES

Ph.D. Researcher (Teoria de la Señal y Comunicaciones e Ingeniería Telemática)
Education
Source: Self-asserted source
Verónica Barroso-García

Works (35)

Data augmentation in predictive maintenance applicable to hydrogen combustion engines: a review

Artificial Intelligence Review
2024-12-03 | Journal article
Contributors: Alexander Schwarz; Jhonny Rodriguez Rahal; Benjamín Sahelices; Verónica Barroso-García; Ronny Weis; Simon Duque Antón
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Crossref

An explainable artificial intelligence approach for sleep staging in sleep apnea patients across all age subgroups from pulse oximetry signals

Journal of Sleep Research, 33 (S1)
2024-09-22 | Conference abstract
Contributors: Fernando Vaquerizo-Villar; Daniel Álvarez; Gonzalo C. Gutiérrez-Tobal; Adrián Martín-Montero; Verónica Barroso-García; David Gozal; Eduardo Tamayo; Roberto Hornero
Source: Self-asserted source
Verónica Barroso-García

Automatic detection of paediatric sleep apnoea applying deep learning and explainable artificial intelligence techniques to airflow signals

Journal of Sleep Research, 33 (S1)
2024-09-22 | Conference abstract
Contributors: Verónica Barroso-García; Gonzalo C. Gutiérrez-Tobal; Jorge Jiménez-García; Clara García-Vicente; Daniel Álvarez; David Gozal; Roberto Hornero
Source: Self-asserted source
Verónica Barroso-García

Prediction of the Sleep Apnea Severity Using 2D-Convolutional Neural Networks and Respiratory Effort Signals

Diagnostics
2023 | Journal article
Contributors: Barroso-Garcia, Veronica; Fernandez-Poyatos, Marta; Sahelices, Benjamin; Alvarez, Daniel; Gozal, David; Hornero, Roberto; Gutierrez-Tobal, Gonzalo C.
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Web of Science Researcher Profile Sync
grade
Preferred source (of 3)‎

Airflow Analysis in the Context of Sleep Apnea

Advances in Experimental Medicine and Biology
2022 | Journal article
Contributors: Barroso-Garcia, Veronica; Jimenez-Garcia, Jorge; Gutierrez-Tobal, Gonzalo C.; Hornero, Roberto
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Web of Science Researcher Profile Sync

Automatic analysis of overnight airflow to help in the diagnosis of pediatric obstructive sleep apnea

Universidad de Valladolid
2022 | Book
Contributors: Verónica Barroso García
Source: Self-asserted source
Verónica Barroso-García
grade
Preferred source (of 2)‎

Conventional Machine Learning Methods Applied to the Automatic Diagnosis of Sleep Apnea

Advances in Experimental Medicine and Biology
2022 | Journal article
Contributors: Gutierrez-Tobal, Gonzalo C.; Alvarez, Daniel; Vaquerizo-Villar, Fernando; Barroso-Garcia, Veronica; Gomez-Pilar, Javier; del Campo, Felix; Hornero, Roberto
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Web of Science Researcher Profile Sync

A Convolutional Neural Network Architecture to Enhance Oximetry Ability to Diagnose Pediatric Obstructive Sleep Apnea

IEEE Journal of Biomedical and Health Informatics
2021 | Journal article
Contributors: Vaquerizo-Villar, Fernando; Alvarez, Daniel; Kheirandish-Gozal, Leila; Gutierrez-Tobal, Gonzalo C.; Barroso-Garcia, Veronica; Santamaria-Vazquez, Eduardo; Del Campo, Felix; Gozal, David; Hornero, Roberto
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Web of Science Researcher Profile Sync
grade
Preferred source (of 2)‎

Bispectral analysis of overnight airflow to improve the pediatric sleep apnea diagnosis

Computers in Biology and Medicine
2021 | Journal article
Contributors: Barroso-Garcia, Veronica; Gutierrez-Tobal, Gonzalo C.; Kheirandish-Gozal, Leila; Vaquerizo-Villar, Fernando; Alvarez, Daniel; del Campo, Felix; Gozal, David; Hornero, Roberto
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Web of Science Researcher Profile Sync

Erratum: Martín-Montero et al. Bispectral Analysis of Heart Rate Variability to Characterize and Help Diagnose Pediatric Sleep Apnea. <i>Entropy</i> 2021, <i>23</i>, 1016

Entropy
2021-10 | Journal article | Author
Contributors: Adrián Martín-Montero; Gonzalo Gutiérrez-Tobal; David Gozal; Verónica Barroso-García; Daniel Alvarez; Felix del Campo; Leila Kheirandish-Gozal; Roberto Hornero
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Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Bispectral Analysis of Heart Rate Variability to Characterize and Help Diagnose Pediatric Sleep Apnea

Entropy
2021-08 | Journal article | Author
Contributors: Adrián Martín-Montero; Gonzalo Gutiérrez-Tobal; David Gozal; Verónica Barroso-García; Daniel Alvarez; Félix del Campo; Leila Kheirandish-Gozal; Roberto Hornero
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Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Wavelet Analysis of Overnight Airflow to Detect Obstructive Sleep Apnea in Children

Sensors
2021-02 | Journal article | Author
Contributors: Verónica Barroso-García; Gonzalo Gutiérrez-Tobal; David Gozal; Fernando Vaquerizo-Villar; Daniel Alvarez; Felix del Campo; Leila Kheirandish-Gozal; Roberto Hornero
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Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

A machine learning-based test for adult sleep apnoea screening at home using oximetry and airflow

Scientific Reports
2020 | Journal article
Contributors: Alvarez, Daniel; Cerezo-Hernandez, Ana; Crespo, Andrea; Gutierrez-Tobal, Gonzalo C.; Vaquerizo-Villar, Fernando; Barroso-Garcia, Veronica; Moreno, Fernando; Arroyo, C. Ainhoa; Ruiz, Tomas; Hornero, Roberto et al.
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Web of Science Researcher Profile Sync

Characterization of the dynamic behavior of neural activity in Alzheimer's disease: exploring the non-stationarity and recurrence structure of EEG resting-state activity

Journal of Neural Engineering
2020 | Journal article
Contributors: Nunez, Pablo; Poza, Jesus; Gomez, Carlos; Barroso-Garcia, Veronica; Maturana-Candelas, Aaron; Tola-Arribas, Miguel A.; Cano, Monica; Hornero, Roberto
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Web of Science Researcher Profile Sync
grade
Preferred source (of 2)‎

Assessment of Nocturnal Autonomic Cardiac Imbalance in Positional Obstructive Sleep Apnea. A Multiscale Nonlinear Approach

Entropy
2020-12 | Journal article | Author
Contributors: Daniel Alvarez; C. Ainhoa Arroyo; Julio F. de Frutos; Andrea Crespo; Ana Cerezo-Hernández; Gonzalo Gutiérrez-Tobal; Fernando Vaquerizo-Villar; Verónica Barroso-García; Fernando Moreno; Tomás Ruiz Albi et al.
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Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Usefulness of recurrence plots from airflow recordings to aid in paediatric sleep apnoea diagnosis

Computer Methods and Programs in Biomedicine
2020-01 | Journal article
Part of ISSN: 0169-2607
Source: Self-asserted source
Verónica Barroso-García
grade
Preferred source (of 3)‎

A bagging-based automatic method to estimate apnea-hypopnea index from home-oximetry recordings

European Respiratory Journal
2019 | Conference paper
Source: Self-asserted source
Verónica Barroso-García
grade
Preferred source (of 2)‎

Characterization of EEG Resting-state Activity in Alzheimer's Disease by Means of Recurrence Plot Analyses

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2019 | Conference paper
EID:

2-s2.0-85077880874

Contributors: Nunez, P.; Poza, J.; Gomez, C.; Barroso-Garcia, V.; Ruiz-Gomez, S.J.; Maturana-Candelas, A.; Tola-Arribas, M.A.; Cano, M.; Hornero, R.
Source: Self-asserted source
Verónica Barroso-García via Scopus - Elsevier
grade
Preferred source (of 2)‎

Convolutional Neural Networks to Detect Pediatric Apnea-Hypopnea Events from Oximetry

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference
2019 | Conference paper
EID:

2-s2.0-85078038333

Source: Self-asserted source
Verónica Barroso-García
grade
Preferred source (of 2)‎

Usefulness of Spectral Analysis of Respiratory Rate Variability to Help in Pediatric Sleep Apnea-Hypopnea Syndrome Diagnosis

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2019 | Conference paper
EID:

2-s2.0-85077908258

Contributors: Barroso-Garcia, V.; Gutierrez-Tobal, G.C.; Kheirandish-Gozal, L.; Alvarez, D.; Vaquerizo-Villar, F.; Del Campo, F.; Gozal, D.; Hornero, R.
Source: Self-asserted source
Verónica Barroso-García via Scopus - Elsevier
grade
Preferred source (of 2)‎

Influence of Chronic Obstructive Pulmonary Disease and Moderate-To-Severe Sleep Apnoea in Overnight Cardiac Autonomic Modulation: Time, Frequency and Non-Linear Analyses

Entropy
2019-04 | Journal article | Author
Contributors: Daniel Alvarez; Ana Sánchez-Fernández; Ana M. Andrés-Blanco; Gonzalo Gutiérrez-Tobal; Fernando Vaquerizo-Villar; Verónica Barroso-García; Roberto Hornero; Felix del Campo
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Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 3)‎

Bispectral Analysis to Enhance Oximetry as a Simplified Alternative for Pediatric Sleep Apnea Diagnosis

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2018 | Conference paper
EID:

2-s2.0-85056663926

Contributors: Gutierrez-Tobal, G.C.; Kheirandish-Gozal, L.; Vaquerizo-Villar, F.; Alvarez, D.; Barroso-Garcia, V.; Crespo, A.; Campo, F.D.; Gozal, D.; Hornero, R.
Source: Self-asserted source
Verónica Barroso-García via Scopus - Elsevier

Improving the Diagnostic Ability of Oximetry Recordings in Pediatric Sleep Apnea-Hypopnea Syndrome by Means of Multi-Class AdaBoost

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2018 | Conference paper
EID:

2-s2.0-85056647358

Contributors: Vaquerizo-Villar, F.; Alvarez, D.; Kheirandish-Gozal, L.; Gutierrez-Tobal, G.C.; Barroso-Garcia, V.; Crespo, A.; Del Campo, F.; Gozal, D.; Hornero, R.
Source: Self-asserted source
Verónica Barroso-García via Scopus - Elsevier

Pulse rate variability analysis to enhance oximetry as at-home alternative for sleep apnea diagnosing

IFMBE Proceedings
2018 | Conference paper
EID:

2-s2.0-85048239109

Contributors: Gutiérrez-Tobal, G.C.; Álvarez, D.; Vaquerizo-Villar, F.; Barroso-García, V.; Martín-Montero, A.; Crespo, A.; del Campo, F.; Hornero, R.
Source: Self-asserted source
Verónica Barroso-García via Scopus - Elsevier

Wavelet analysis of oximetry recordings to assist in the automated detection of moderate-to-severe pediatric sleep apnea-hypopnea syndrome

PLOS ONE
2018-12-07 | Journal article
Part of ISSN: 1932-6203
Source: Self-asserted source
Verónica Barroso-García
grade
Preferred source (of 2)‎

Detrended fluctuation analysis of the oximetry signal to assist in paediatric sleep apnoea–hypopnoea syndrome diagnosis

Physiological Measurement
2018-11-14 | Journal article
Part of ISSN: 1361-6579
Source: Self-asserted source
Verónica Barroso-García
grade
Preferred source (of 3)‎

Symbolic dynamics to enhance diagnostic ability of portable oximetry from the Phone Oximeter in the detection of paediatric sleep apnoea

Physiological Measurement
2018-10-11 | Journal article
Part of ISSN: 1361-6579
Source: Self-asserted source
Verónica Barroso-García
grade
Preferred source (of 3)‎

Utility of bispectrum in the screening of pediatric sleep apnea-hypopnea syndrome using oximetry recordings

Computer Methods and Programs in Biomedicine
2018-03 | Journal article
Source: Self-asserted source
Verónica Barroso-García
grade
Preferred source (of 2)‎

A Bayesian neural network approach to compare the spectral information from nasal pressure and thermistor airflow in the automatic sleep apnea severity estimation

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2017 | Conference paper
EID:

2-s2.0-85032171207

Contributors: Gutierrez-Tobal, G.C.; De Frutos, J.; Alvarez, D.; Vaquerizo-Villar, F.; Barroso-Garcia, V.; Crespo, A.; Del Campo, F.; Hornero, R.
Source: Self-asserted source
Verónica Barroso-García via Scopus - Elsevier

Automated detection of childhood sleep apnea using discrete wavelet transform of nocturnal oximetry and anthropometric variables

European Respiratory Journal
2017 | Conference paper
Source: Self-asserted source
Verónica Barroso-García
grade
Preferred source (of 2)‎

Usefulness of discrete wavelet transform in the analysis of oximetry signals to assist in childhood sleep apnea-hypopnea syndrome diagnosis

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2017 | Conference paper
EID:

2-s2.0-85032175412

Contributors: Vaquerizo-Villar, F.; Alvarez, D.; Gutierrez-Tobal, G.C.; Barroso-Garcia, V.; Kheirandish-Gozal, L.; Crespo, A.; Del Campo, F.; Gozal, D.; Hornero, R.
Source: Self-asserted source
Verónica Barroso-García via Scopus - Elsevier

Irregularity and Variability Analysis of Airflow Recordings to Facilitate the Diagnosis of Paediatric Sleep Apnoea-Hypopnoea Syndrome

Entropy
2017-08-26 | Journal article
Source: Self-asserted source
Verónica Barroso-García
grade
Preferred source (of 4)‎

Multiscale Entropy Analysis of Unattended Oximetric Recordings to Assist in the Screening of Paediatric Sleep Apnoea at Home

Entropy
2017-06-17 | Journal article
Source: Self-asserted source
Verónica Barroso-García
grade
Preferred source (of 4)‎

Automated analysis of unattended portable oximetry by means of Bayesian neural networks to assist in the diagnosis of sleep apnea

2016 Global Medical Engineering Physics Exchanges/Pan American Health Care Exchanges, GMEPE/PAHCE 2016
2016 | Conference paper
EID:

2-s2.0-84979986845

Contributors: Alvarez, D.; Gutierrez-Tobal, G.C.; Vaquerizo-Villar, F.; Barroso-Garcia, V.; Crespo, A.; Arroyo, C.A.; Del Campo, F.; Hornero, R.
Source: Self-asserted source
Verónica Barroso-García via Scopus - Elsevier

Multi-class adaboost to detect Sleep Apnea-Hypopnea Syndrome severity from oximetry recordings obtained at home

2016 Global Medical Engineering Physics Exchanges/Pan American Health Care Exchanges, GMEPE/PAHCE 2016
2016 | Conference paper
EID:

2-s2.0-84979986657

Contributors: Gutierrez-Tobal, G.C.; Alvarez, D.; Crespo, A.; Arroyo, C.A.; Vaquerizo-Villar, F.; Barroso-Garcia, V.; Del Campo, F.; Hornero, R.
Source: Self-asserted source
Verónica Barroso-García via Scopus - Elsevier

Peer review (21 reviews for 13 publications/grants)

Review activity for Biomedical signal processing and control. (1)
Review activity for Biomedical signal processing and control. (1)
Review activity for BMJ case reports. (1)
Review activity for Children. (1)
Review activity for Computers in biology and medicine. (3)
Review activity for Diagnostics. (2)
Review activity for Frontiers in public health. (1)
Review activity for IEEE journal of biomedical and health informatics. (2)
Review activity for International journal of environmental research and public health (2)
Review activity for Journal of clinical medicine. (2)
Review activity for Nature and science of sleep (2)
Review activity for Pediatric reports. (1)
Review activity for Sleep medicine reviews. (2)