sleep-scoring 开源项目推荐（14 个）

raphaelvallat /yasa

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

biomedical-signal-processing /sleepyland

用于睡眠数据分析和睡眠阶段分类的工具箱。如果您在研究中使用SLEEPYLAND，请引用：Rossi，AD，梅塔尔迪，M.，贝奇尼，M.等人。SLEEPYLAND：信任始于对自动睡眠分期模型的公平评估。npj数字。Med. 9，55（2026）。https://doi.org/10.1038/s41746-025-02237-2

zekebarger /AccuSleep

Automatically score rodent sleep using EEG and EMG recordings

stuartfogel /CountingSheepPSG

EEGLAB-compatible analysis software for manual / visual sleep stage scoring, signal processing and event marking of polysomnographic (PSG) data for MATLAB.

comp-imaging-sci /MVG-CNN

Codes related to paper "Automated sleep stage classification of wide-field calcium imaging data via multiplex visibility graphs and deep learning"

yzhaoinuw /sleep_scoring

用于根据 EEG、EMG 和去甲肾上腺素记录对小鼠睡眠进行评分的桌面应用——可视化、使用神经网络自动评分、手动校正并导出睡眠统计。

biomedical-signal-processing /deepsleepnet-lite

DeepSleepNet-Lite: A Simplified Automatic Sleep Stage Scoring Model With Uncertainty Estimates

biomedical-signal-processing /multi-scored-sleep

Multi-Scored Sleep Databases: How to Exploit the Multiple-Labels in Automated Sleep Scoring

comp-imaging-sci /attention-based-bilstm-sleep-scoring

Codes related to the paper "Attention-Based CNN-BiLSTM for Sleep States Classification of Spatiotemporal Wide-Field Calcium Imaging Data"

nabilalibou /SleepChecker

Class wrapper of the yasa package to detect drowsiness/sleep phase using EEG data

omarzanji /AU_ECE_Health

Source code for the paper "Automatic Actigraphy and Polysomnography Sleep Scoring using Deep Learning".

matsdah /Programa-Laboratorio-De-Sueno-y-Memoria-ITBA

Software Open Source y multiplataforma para visualizar registros de polisomnografía, hacer el scoring de sueño y anotar eventos, con módulo de análisis de bioseñales. Laboratorio de Sueño y Memoria del ITBA. Actualmente en desarrollo.

brucsk /sleep-stage-net

Deep Network constituted of a CNN and a bi-directional LSTM for sleep stage scoring.

ignaciolinari /sleep-ST

Clasificación de estadios de sueño usando EEG, EOG y EMG del dataset Sleep-EDF Expanded // Sleep stage classification using EEG, EOG, and EMG from the Sleep-EDF Expanded dataset