Daniel Alvarez

Valladolid, CL, Spain

Last Updated: 09/26/2026

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Found 89 publications

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

Early prediction of longitudinal treatment adherence in obstructive sleep apnea using machine learning approaches.

Early prediction of longitudinal treatment adherence in obstructive sleep apnea using machine learning approaches.

Journal: BioData mining
Published: January 16, 2026

Particulate matter and exacerbations of chronic obstructive pulmonary disease: analysis of emergency department visits in a low-pollution area.

Particulate matter and exacerbations of chronic obstructive pulmonary disease: analysis of emergency department visits in a low-pollution area.

Journal: Emergencias : revista de la Sociedad Espanola de Medicina de Emergencias
Published: September 01, 2025

A subject-based association network defines new pediatric sleep apnea phenotypes with different odds of recovery after treatment.

A subject-based association network defines new pediatric sleep apnea phenotypes with different odds of recovery after treatment.

Journal: Computer methods and programs in biomedicine
Published: January 21, 2025

EEG Dataset Collection for Mental Workload Predictions in Flight-Deck Environment.

EEG Dataset Collection for Mental Workload Predictions in Flight-Deck Environment.

Journal: Sensors (Basel, Switzerland)
Published: December 24, 2023

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 apnea.

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 apnea.

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 12, 2023

Prediction of the Sleep Apnea Severity Using 2D-Convolutional Neural Networks and Respiratory Effort Signals.

Prediction of the Sleep Apnea Severity Using 2D-Convolutional Neural Networks and Respiratory Effort Signals.

Journal: Diagnostics (Basel, Switzerland)
Published: July 20, 2023

An explainable deep-learning model to stage sleep states in children and propose novel EEG-related patterns in sleep apnea.

An explainable deep-learning model to stage sleep states in children and propose novel EEG-related patterns in sleep apnea.

Journal: Computers in biology and medicine
Published: June 06, 2023

Spanish Fuet Sausages Fat-Reduced to Diminish Boar Taint: Sensory and Technological Quality.

Spanish Fuet Sausages Fat-Reduced to Diminish Boar Taint: Sensory and Technological Quality.

Journal: Animals : an open access journal from MDPI
Published: February 07, 2023

Deep learning for obstructive sleep apnea diagnosis based on single channel oximetry.

Deep learning for obstructive sleep apnea diagnosis based on single channel oximetry.

Journal: Nature communications
Published: February 01, 2023

Conventional Machine Learning Methods Applied to the Automatic Diagnosis of Sleep Apnea.

Conventional Machine Learning Methods Applied to the Automatic Diagnosis of Sleep Apnea.

Journal: Advances in experimental medicine and biology
Published: October 10, 2022

Deep-Learning Model Based on Convolutional Neural Networks to Classify Apnea-Hypopnea Events from the Oximetry Signal.

Deep-Learning Model Based on Convolutional Neural Networks to Classify Apnea-Hypopnea Events from the Oximetry Signal.

Journal: Advances in experimental medicine and biology
Published: October 10, 2022
Showing 1-12 of 89

Last Updated: 09/26/2026