sleep-staging topic

[TNSRE 2021] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"

emadeldeen24

YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.

raphaelvallat

Sleep stage detection using ECG

cbrnr

Notebooks for training the classifier of YASA sleep staging

raphaelvallat

Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"

likith012

[TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation

emadeldeen24

[IEEE JBHI] "MultiChannelSleepNet: A Transformer-Based Model for Automatic Sleep Stage Classification With PSG"

yangdai97

This is an official implementation for "Intra- and inter-epoch temporal context network (IITNet) using sub-epoch features for automatic sleep scoring on raw single-channel EEG".

gist-ailab

ICLR 2023 paper - ManyDG - Dataset processing and mode codes

ycq091044

Sleep staging from ECG, assisted with EEG

acrophase