DOSED: a deep learning approach to detect multiple sleep micro-events in
EEG signal

DOSED: a deep learning approach to detect multiple sleep micro-events in EEG signal

7 December 2018

Stanislas Chambon

Valentin Thorey

Emmanuel Mignot

Alexandre Gramfort

Papers citing "DOSED: a deep learning approach to detect multiple sleep micro-events in EEG signal"

17 / 17 papers shown

Title
Deep residual networks for automatic sleep stage classification of raw polysomnographic waveforms A. N. Olesen P. Jennum P. Peppard Emmanuel Mignot H. Sørensen 50 26 0 08 Oct 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 95 418 0 28 Sep 2018
A deep learning architecture to detect events in EEG signals during sleep Stanislas Chambon Valentin Thorey P. Arnal Emmanuel Mignot Alexandre Gramfort 121 41 0 11 Jul 2018
Neural network an1alysis of sleep stages enables efficient diagnosis of narcolepsy Jens B. Stephansen A. N. Olesen Mads Olsen A. Ambati E. Leary ... C. Kushida P. Peppard H. Sørensen P. Jennum Emmanuel Mignot 58 225 0 05 Oct 2017
SLEEPNET: Automated Sleep Staging System via Deep Learning Siddharth Biswal Joshua A. Kulas Haoqi Sun B. Goparaju M. P. M. Brandon Westover M. Bianchi Jimeng Sun MLAU 35 136 0 26 Jul 2017
A deep learning architecture for temporal sleep stage classification using multivariate and multimodal time series Stanislas Chambon M. Galtier P. Arnal G. Wainrib Alexandre Gramfort MLAU AI4TS 61 489 0 05 Jul 2017
DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG A. Supratak Hao Dong Chao Wu Yike Guo 82 958 0 12 Mar 2017
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 451 22,095 0 09 Dec 2016
Mixed Neural Network Approach for Temporal Sleep Stage Classification Hao Dong A. Supratak W. Pan Chao Wu Paul M. Matthews Yike Guo 40 245 0 15 Oct 2016
Automatic Sleep Stage Scoring with Single-Channel EEG Using Convolutional Neural Networks Orestis Tsinalis Paul M. Matthews Yike Guo Stefanos Zafeiriou 47 298 0 05 Oct 2016
SSD: Single Shot MultiBox Detector Wen Liu Dragomir Anguelov D. Erhan Christian Szegedy Scott E. Reed Cheng-Yang Fu Alexander C. Berg ObjD BDL 214 29,808 0 08 Dec 2015
Learning Representations from EEG with Deep Recurrent-Convolutional Neural Networks P. Bashivan Irina Rish M. Yeasin Noel Codella 58 665 0 19 Nov 2015
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 671 36,923 0 08 Jun 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 484 62,243 0 04 Jun 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 441 43,277 0 11 Feb 2015
How transferable are features in deep neural networks? J. Yosinski Jeff Clune Yoshua Bengio Hod Lipson OOD 214 8,330 0 06 Nov 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.6K 100,330 0 04 Sep 2014