The following publications are possibly variants of this publication:
- ECG-based convolutional neural network in pediatric obstructive sleep apnea diagnosisClara García-Vicente, Gonzalo C. Gutiérrez-Tobal, Jorge Jiménez-García, Adrián Martín-Montero, David Gozal, Roberto Hornero. cbm, 167:107628, December 2023. [doi]
- A deep learning model based on the combination of convolutional and recurrent neural networks to enhance pulse oximetry ability to classify sleep stages in children with sleep apneaFernando Vaquerizo-Villar, Daniel Álvarez, Gonzalo C. Gutiérrez-Tobal, Félix del Campo, David Gozal, Leila Kheirandish-Gozal, Thomas Penzel, Roberto Hornero. embc 2023: 1-4 [doi]
- Automatic Assessment of Pediatric Sleep Apnea Severity Using Overnight Oximetry and Convolutional Neural NetworksFernando Vaquerizo-Villar, Daniel Álvarez, Leila Kheirandish-Gozal, Gonzalo C. Gutiérrez-Tobal, Javier Gomez-Pilar, Andrea Crespo, Félix del Campo, David Gozal, Roberto Hornero. embc 2020: 633-636 [doi]
- Convolutional Neural Networks to Detect Pediatric Apnea-Hypopnea Events from OximetryFernando Vaquerizo-Villar, Daniel Álvarez, Leila Kheirandish-Gozal, Gonzalo C. Gutiérrez-Tobal, Verónica Barroso-García, Félix del Campo, David Gozal, Roberto Hornero. embc 2019: 3555-3558 [doi]
- Bispectral Analysis to Enhance Oximetry as a Simplified Alternative for Pediatric Sleep Apnea DiagnosisGonzalo C. Gutiérrez-Tobal, Leila Kheirandish-Gozal, Fernando Vaquerizo-Villar, Daniel Álvarez, Verónica Barroso-García, Andrea Crespo, Félix del Campo, David Gozal, Roberto Hornero. embc 2018: 175-178 [doi]
- Diagnosis of pediatric obstructive sleep apnea: Preliminary findings using automatic analysis of airflow and oximetry recordings obtained at patients' homeGonzalo C. Gutiérrez-Tobal, M. Luz Alonso-Álvarez, Daniel Álvarez, Félix del Campo, Joaquín Terán-Santos, Roberto Hornero. bspc, 18:401-407, 2015. [doi]