Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and
Automated sleep staging

Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging

31 October 2019

Antoine Guillot

Valentin Thorey

Papers citing "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"

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 34 0 0 08 May 2025
Domain Invariant Representation Learning and Sleep Dynamics Modeling for Automatic Sleep Staging Seungyeon Lee Thai-Hoang Pham Zhao Cheng Ping Zhang 36 0 0 06 Dec 2023
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 29 4 0 03 Oct 2023
Do Not Sleep on Traditional Machine Learning: Simple and Interpretable Techniques Are Competitive to Deep Learning for Sleep Scoring Jeroen Van Der Donckt Jonas Van Der Donckt Emiel Deprost N. Vandenbussche Michael Rademaker Gilles Vandewiele Sofie Van Hoecke 27 35 0 15 Jul 2022
Multi-Scored Sleep Databases: How to Exploit the Multiple-Labels in Automated Sleep Scoring Luigi Fiorillo Davide Pedroncelli Valentina Agostini Paolo Favaro F. Faraci 8 13 0 05 Jul 2022
Automatic Sleep Staging of EEG Signals: Recent Development, Challenges, and Future Directions Huy P Phan Kaare B. Mikkelsen 19 93 0 03 Nov 2021
SleepTransformer: Automatic Sleep Staging with Interpretability and Uncertainty Quantification Huy P Phan Kaare B. Mikkelsen Oliver Y. Chén P. Koch Alfred Mertins M. D. Vos 36 182 0 23 May 2021
RobustSleepNet: Transfer learning for automated sleep staging at scale Antoine Guillot Valentin Thorey OOD 43 83 0 07 Jan 2021
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,926 0 17 Aug 2015