sleep-staging
There are 24 repositories under sleep-staging topic.
raphaelvallat/yasa
YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.
emadeldeen24/AttnSleep
[TNSRE 2021] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"
skjerns/AutoSleepScorer
An open-source sleep stage classification Python package
cbrnr/sleepecg
Sleep stage detection using ECG
yangdai97/MultiChannelSleepNet
[IEEE JBHI] "MultiChannelSleepNet: A Transformer-Based Model for Automatic Sleep Stage Classification With PSG"
emadeldeen24/eval_ssl_ssc
[TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation
likith012/mulEEG
Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"
gist-ailab/IITNet-official
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".
ycq091044/ManyDG
ICLR 2023 paper - ManyDG - Dataset processing and mode codes
raphaelvallat/yasa_classifier
Notebooks for training the classifier of YASA sleep staging
acrophase/Sleep_Staging_KD
Sleep staging from ECG, assisted with EEG
Mithunjha/EarEEG_KnowledgeDistillation
Official implementation of "A Knowledge Distillation Framework for Enhancing Ear-EEG based Sleep Staging with Scalp-EEG Data"
stuartfogel/CountingSheepPSG
EEGLAB-compatible analysis software for manual / visual sleep stage scoring, signal processing and event marking of polysomnographic (PSG) data for MATLAB.
cliffordlab/sleep-convolutions-tf
Neural-networks based sleep staging in tensorflow, and evalutation with Fourier-transform based surrogates.
AmbiqAI/sleepkit
Perform AI-based sleep monitoring
Oooorca/slpTransformer_ViM
Enhancing Sleep Stage Classification Performance Using Transformer-Based Approach with OOD Method Integration
raphaelvallat/visbrain
A lightweight version of the Sleep module of the Visbrain package
filippodaniotti/5AUA0-Project4
Comparison of Different Input Channels in Deep Automatic Sleep Staging
Forthoney/AttnSleep
Updated and moderized Fork of "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"
nabilalibou/SleepChecker
Class wrapper of the yasa package to detect drowsiness/sleep phase using EEG data
sajjadkarimi91/Automated-EEG-Sleep-Staging
A sample MATLAB codes for performing sleep staging
sajjadkarimi91/lsim-sleep-fusion
MATLAB codes for reproducing the paper "A New Post-Processing Method Using Latent Structure Influence Models for Channel Fusion in Automatic Sleep Staging"
INU-Capstone-Project-ZZZK/.github
2024 캡스턴 프로젝트 개발 저장소 with Flutter and Time Series Deeplearning