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"

12 / 12 papers shown

Title
From Sleep Staging to Spindle Detection: Evaluating End-to-End Automated Sleep Analysis Niklas Grieger S. Mehrkanoon P. Ritter Stephan Bialonski 29 0 0 08 May 2025
Unveil Sleep Spindles with Concentration of Frequency and Time Riki Shimizu Hau-tieng Wu 11 0 0 27 Oct 2023
Avoiding Post-Processing with Event-Based Detection in Biomedical Signals N. Seeuws Marina De Vos Alexander Bertrand 11 2 0 22 Sep 2022
Advanced sleep spindle identification with neural networks L. Kaulen J. Schwabedal Jules Schneider P. Ritter Stephan Bialonski 9 24 0 06 Feb 2022
Self-supervised Contrastive Learning for EEG-based Sleep Staging Xue Jiang Jianhui Zhao Bo Du Zhiyong Yuan 8 61 0 16 Sep 2021
MSED: a multi-modal sleep event detection model for clinical sleep analysis Alexander Neergaard Zahid P. Jennum Emmanuel Mignot H. Sørensen 35 10 0 07 Jan 2021
Deep Learning in EEG: Advance of the Last Ten-Year Critical Period Shu Gong Kaibo Xing A. Cichocki Junhua Li VLM 32 64 0 22 Nov 2020
Automatic sleep stage classification with deep residual networks in a mixed-cohort setting A. N. Olesen P. Jennum Emmanuel Mignot H. Sørensen 23 65 0 21 Aug 2020
RED: Deep Recurrent Neural Networks for Sleep EEG Event Detection Nicolás I. Tapia P. Estévez 14 13 0 15 May 2020
Deep transfer learning for improving single-EEG arousal detection A. N. Olesen P. Jennum Emmanuel Mignot H. Sørensen 13 12 0 10 Apr 2020
AI vs Humans for the diagnosis of sleep apnea Valentin Thorey A. B. Hernández P. Arnal E. During 20 21 0 20 Jun 2019
Towards a Flexible Deep Learning Method for Automatic Detection of Clinically Relevant Multi-Modal Events in the Polysomnogram A. N. Olesen Stanislas Chambon Valentin Thorey P. Jennum Emmanuel Mignot H. Sørensen 26 7 0 16 May 2019