PSG

Mix-CNN

Models.py in this project contains three neural network: ** CNN + LSTM ** Self-Attention + LSTM ** Mix Self-Attention and CNN + LSTM
To run the project: python Mix.py -i [number of channels]

Some directories and path are expected to be created and changed

The project is developed with dataset "Sleep EDF Database Expanded": https://physionet.org/content/sleep-edfx/1.0.0/

Originally developed on: https://github.com/GuanLab/Sleep-Stage-Auto-annotation We adjust the project to apply it to our clinic data (not available)

Name		Name	Last commit message	Last commit date
Latest commit History 13 Commits
Mix-CNN		Mix-CNN
U-net		U-net
README.md		README.md