Pediatrics | Sleep Medicine 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. December 12, 2023
Cardiology | Pediatrics | Sleep Medicine ECG-based convolutional neural network in pediatric obstructive sleep apnea diagnosis. November 2, 2023
Neurology | Respiratory Medicine | Sleep Medicine Prediction of the Sleep Apnea Severity Using 2D-Convolutional Neural Networks and Respiratory Effort Signals. October 28, 2023
Neurology | Pediatrics | Sleep Medicine An explainable deep-learning model to stage sleep states in children and propose novel EEG-related patterns in sleep apnea. September 13, 2023
Artificial Intelligence | Sleep Medicine Conventional Machine Learning Methods Applied to the Automatic Diagnosis of Sleep Apnea. October 10, 2022
Respiratory Medicine | Sleep Medicine Deep-Learning Model Based on Convolutional Neural Networks to Classify Apnea-Hypopnea Events from the Oximetry Signal. October 10, 2022
Pulmonology | Sleep Medicine Oximetry Indices in the Management of Sleep Apnea: From Overnight Minimum Saturation to the Novel Hypoxemia Measures. October 10, 2022
Neurology | Pediatrics | Sleep Medicine A 2D convolutional neural network to detect sleep apnea in children using airflow and oximetry. July 7, 2022
Pediatrics | Sleep Medicine Convolutional Neural Networks to Detect Pediatric Apnea-Hypopnea Events from Oximetry. January 17, 2020