Verónica Barroso-García

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

Fernando Vaquerizo-Villar, Daniel Álvarez, Gonzalo C. Gutiérrez‐Tobal et al. · IEEE Journal of Biomedical and Health Informatics · 2021 · 75 citations · Full text

Medicine, Health Informatics, Pediatrics +15

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

Daniel Álvarez, Ana Cerezo-Hernández, Andrea Crespo et al. · Scientific Reports · 2020 · 68 citations · Full text

Medicine, Data Science, Biomedical Signal Processing +16

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

Fernando Vaquerizo-Villar, Daniel Álvarez, Gonzalo C. Gutiérrez‐Tobal et al. · Computer Methods and Programs in Biomedicine · 2017 · 48 citations · Full text

Medicine, Child Health, Pediatrics +14

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

Fernando Vaquerizo-Villar, Daniel Álvarez, Gonzalo C. Gutiérrez‐Tobal et al. · Physiological Measurement · 2018 · 33 citations · Full text

Medicine, Child Health, Pediatrics +17

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

Andrea Crespo, Daniel Álvarez, Gonzalo C. Gutiérrez‐Tobal et al. · Entropy · 2017 · 30 citations · Full text

Medicine, Child Health, Pediatrics +15