Gonzalo C. Tobal-Gutierrez

Valladolid, CL, Spain

Last Updated: 09/26/2026

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Found 79 publications

Combined explainable deep learning model to predict pediatric sleep apnea from ECG and SpO2.

Combined explainable deep learning model to predict pediatric sleep apnea from ECG and SpO2.

Journal: Measurement : journal of the International Measurement Confederation
Published: July 09, 2026

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

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

Journal: Engineering applications of artificial intelligence
Published: June 17, 2026

Explainable Artificial Intelligence for Early Detection and Diagnosis of Age-Related Macular Degeneration.

Explainable Artificial Intelligence for Early Detection and Diagnosis of Age-Related Macular Degeneration.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
Published: December 03, 2025

Phenotypic Characterization of Sleep Apnea Using Clusters Derived from Subject-Based SpO2 Weighted Correlation Networks.

Phenotypic Characterization of Sleep Apnea Using Clusters Derived from Subject-Based SpO2 Weighted Correlation Networks.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
Published: December 03, 2025

Explainable hybrid convolutional and transformer network for pediatric sleep apnea diagnosis using nocturnal oximetry.

Explainable hybrid convolutional and transformer network for pediatric sleep apnea diagnosis using nocturnal oximetry.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
Published: December 03, 2025

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

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

Journal: Journal of sleep research
Published: October 30, 2025

Using neural networks to complement oximetry in infant obstructive sleep apnea: working on baby steps.

Using neural networks to complement oximetry in infant obstructive sleep apnea: working on baby steps.

Journal: Sleep
Published: October 29, 2025

The potential of clustering methods for pre-test triage in sleep medicine: A systematic review.

The potential of clustering methods for pre-test triage in sleep medicine: A systematic review.

Journal: Sleep medicine reviews
Published: September 26, 2025

DDFU-Net: A Deep Decoder-Focused U-Net Model for Retinal Lesion Segmentation.

DDFU-Net: A Deep Decoder-Focused U-Net Model for Retinal Lesion Segmentation.

Journal: Annals of biomedical engineering
Published: July 24, 2025

An Explainable Deep-Learning Approach to Detect Pediatric Sleep Apnea From Single-Channel Airflow.

An Explainable Deep-Learning Approach to Detect Pediatric Sleep Apnea From Single-Channel Airflow.

Journal: IEEE journal of translational engineering in health and medicine
Published: May 15, 2025

Beyond the Ground Truth, XGBoost Model Applied to Sleep Spindle Event Detection.

Beyond the Ground Truth, XGBoost Model Applied to Sleep Spindle Event Detection.

Journal: IEEE journal of biomedical and health informatics
Published: March 03, 2025

Heart rate variability analysis in comorbid insomnia and sleep apnea (COMISA).

Heart rate variability analysis in comorbid insomnia and sleep apnea (COMISA).

Journal: Scientific reports
Published: February 03, 2025
Showing 1-12 of 79

Last Updated: 09/26/2026