Gonzalo Gutiérrez-Tobal

16PUBLICATIONS
24CO-AUTHORS
Deep learningBioinformatic methods developmentAboriginal and Torres Strait Islander biomedical and clinical sciencesArtificial life and complex adaptive systemsSystems physiology
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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 21, 2023
Are we missing something? Different obstructive sleep apnea phenotypes as a possible driver of discrepancies in cognitive recovery after continuous positive airway pressure treatment.

Javier Gomez-Pilar, Gonzalo C Gutiérrez-Tobal, David Gozal

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Frequent Collaborators

13 joint publications

Roberto Hornero

9 joint publications

Daniel Álvarez

9 joint publications

David Gozal

7 joint publications

Verónica Barroso-García