DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw
Single-Channel EEG

DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG

12 March 2017

Papers citing "DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG"

9 / 59 papers shown

Title
Deep Transfer Learning for Single-Channel Automatic Sleep Staging with Channel Mismatch Huy P Phan Oliver Y. Chén P. Koch Alfred Mertins M. D. Vos 27 35 0 11 Apr 2019
Automatic Detection of Cortical Arousals in Sleep and their Contribution to Daytime Sleepiness A. Brink-Kjaer A. N. Olesen P. Peppard K. Stone P. Jennum Emmanuel Mignot H. Sørensen 30 17 0 15 Mar 2019
SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach Sajad Mousavi Fatemeh Afghah U. R. Acharya 29 377 0 05 Mar 2019
DOSED: a deep learning approach to detect multiple sleep micro-events in EEG signal Stanislas Chambon Valentin Thorey P. Arnal Emmanuel Mignot Alexandre Gramfort 35 60 0 07 Dec 2018
Detection of REM Sleep Behaviour Disorder by Automated Polysomnography Analysis Navin Cooray Fernando Andreotti Christine Lo M. Symmonds M. Hu M. D. Vos 11 64 0 12 Nov 2018
SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging Huy P Phan Fernando Andreotti Navin Cooray Oliver Y. Chén M. D. Vos 28 415 0 28 Sep 2018
Addressing Class Imbalance in Classification Problems of Noisy Signals by using Fourier Transform Surrogates J. Schwabedal John C. Snyder Ayse S. Cakmak S. Nemati Gari D. Clifford 13 27 0 20 Jun 2018
Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification Huy P Phan Fernando Andreotti Navin Cooray Oliver Y. Chén M. D. Vos 30 337 0 16 May 2018
Deep Convolutional Neural Networks for Interpretable Analysis of EEG Sleep Stage Scoring A. Vilamala Kristoffer Hougaard Madsen Lars Kai Hansen 43 138 0 02 Oct 2017