Gonzalo Gutiérrez-Tobal

16PUBLICATIONS
24CO-AUTHORS
Deep learningBioinformatic methods developmentAboriginal and Torres Strait Islander biomedical and clinical sciencesArtificial life and complex adaptive systemsSystems physiology
Featured researcher

Get your video featured.

JoVEPublish with JoVE
Journal

Publications (16)

|Jul 09, 2026
Combined explainable deep learning model to predict pediatric sleep apnea from ECG and SpO2.

|Jun 17, 2026
An explainable deep learning approach for sleep staging in sleep apnea patients across all age subgroups from pulse oximetry signals.

|Jun 06, 2026
Physiological and Sleep Profiles in Insomnia, OSA and COMISA: A Comparative Study in Portugal and Spain.

|Jan 08, 2026
An Explainable Deep-Learning Approach to Detect Pediatric Sleep Apnea From Single-Channel Airflow.

Veronica Barroso-Garcia, Fernando Vaquerizo-Villar, Gonzalo C Gutierrez-Tobal

|Oct 28, 2023
Prediction of the Sleep Apnea Severity Using 2D-Convolutional Neural Networks and Respiratory Effort Signals.

Verónica Barroso-García, Marta Fernández-Poyatos, Benjamín Sahelices

|Oct 18, 2023
Persistent sleep-disordered breathing independently contributes to metabolic syndrome in prepubertal children.

Pablo Armañac-Julián, Adrián Martín-Montero, Jesús Lázaro

Pageof 3

Frequent Collaborators

13 joint publications

Roberto Hornero

9 joint publications

Daniel Álvarez

9 joint publications

David Gozal

7 joint publications

Verónica Barroso-García