Automatic Sleep Staging of EEG Signals: Recent Development, Challenges, and Future Directions

3 November 2021

Papers citing "Automatic Sleep Staging of EEG Signals: Recent Development, Challenges, and Future Directions"

9 / 9 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
EEG Artifact Detection and Correction with Deep Autoencoders David Aquilué-Llorens Aureli Soria-Frisch 40 0 0 12 Feb 2025
SleepVST: Sleep Staging from Near-Infrared Video Signals using Pre-Trained Transformers Jonathan Carter João Jorge O. Gibson Lionel Tarassenko 34 2 0 04 Apr 2024
aSAGA: Automatic Sleep Analysis with Gray Areas M. Rusanen Gabriel Jouan R. Huttunen Sami Nikkonen Sigríður Sigurðardóttir ... E. S. Arnardóttir T. Leppänen A. Islind S. Kainulainen H. Korkalainen 24 4 0 03 Oct 2023
SleepPPG-Net: a deep learning algorithm for robust sleep staging from continuous photoplethysmography Kevin Kotzen Peter H. Charlton Sharon Salabi Lea Amar A. Landesberg Joachim A. Behar 27 29 0 11 Feb 2022
Revealing Preference in Popular Music Through Familiarity and Brain Response Soravitt Sangnark Phairot Autthasan Puntawat Ponglertnapakorn Phudit Chalekarn Thapanun Sudhawiyangkul ... Sarita Songsermsawad Rawin Assabumrungrat Supalak Amplod Kajornvut Ounjai Theerawit Wilaiprasitporn 11 16 0 30 Jan 2021
RobustSleepNet: Transfer learning for automated sleep staging at scale Antoine Guillot Valentin Thorey OOD 40 83 0 07 Jan 2021
Methods for Interpreting and Understanding Deep Neural Networks G. Montavon Wojciech Samek K. Müller FaML 234 2,238 0 24 Jun 2017
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 264 5,326 0 05 Nov 2016