Cardiology | Sleep Medicine Multiclass classification of obstructive sleep apnea/hypopnea based on a convolutional neural network from a single-lead electrocardiogram. March 29, 2019
Neurology | Sleep Medicine Automatic Sleep Staging Employing Convolutional Neural Networks and Cortical Connectivity Images. March 20, 2019
Neurology | Sleep Medicine Interactive Sleep Stage Labelling Tool For Diagnosing Sleep Disorder Using Deep Learning. January 24, 2019
Cardiology | Deep Learning | Sleep Medicine Obstructive sleep apnoea detection using convolutional neural network based deep learning framework. January 8, 2019
Neurology | Sleep Medicine Complex-valued unsupervised convolutional neural networks for sleep stage classification. January 7, 2019
Pulmonology | Sleep Medicine Automated Sleep Apnea Detection in Raw Respiratory Signals using Long Short-Term Memory Neural Networks. December 18, 2018
Neurology | Sleep Medicine Automatic Human Sleep Stage Scoring Using Deep Neural Networks. December 7, 2018
Neurology | Sleep Medicine Sleep spindle detection using deep learning: A validation study based on crowdsourcing. December 2, 2018
Pulmonology | Sleep Medicine Automatic System for Obstructive Sleep Apnea Events Detection Using Convolutional Neural Network. November 16, 2018
Neurology | Sleep Medicine Recurrent Deep Neural Networks for Real-Time Sleep Stage Classification From Single Channel EEG. November 14, 2018
Neurology | Sleep Medicine Automatic Sleep Stage Scoring Using Time-Frequency Analysis and Stacked Sparse Autoencoders. November 13, 2018
Digital Health | Neurology | Sleep Medicine Sleep Quality Prediction From Wearable Data Using Deep Learning. November 13, 2018