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
Epidemiology | Sleep Medicine Automatic sleep-stage classification of heart rate and actigraphy data using deep and transfer learning approaches. July 8, 2023
Biomedical Engineering | Neurology | Sleep Medicine A Deep Transfer Learning Framework for Sleep Stage Classification with Single-Channel EEG Signals. November 26, 2022
Neurology | Sleep Medicine Performance of a Convolutional Neural Network Derived from PPG Signal in Classifying Sleep Stages. November 7, 2022
Clinical Medicine | Sleep Medicine From sleep medicine to medicine during sleep – a clinical perspective. April 1, 2021
Neurology | Sleep Medicine Deep Recurrent Neural Networks for Automatic Detection of Sleep Apnea from Single Channel Respiration Signals. September 9, 2020
Neurology | Sleep Medicine Deep Learning and Insomnia: Assisting Clinicians With Their Diagnosis. May 25, 2018