Stanford-STAGES / stanford-stagesLinks
Automated sleep staging scoring and narcolepsy identification
☆87Updated last year
Alternatives and similar repositories for stanford-stages
Users that are interested in stanford-stages are comparing it to the libraries listed below
Sorting:
- Benchmark code for the paper: "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆93Updated 3 months ago
- SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging☆107Updated last year
- An open-source sleep stage classification Python package☆112Updated 2 months ago
- Sleep stage detection using ECG☆136Updated 3 weeks ago
- Notebooks for training the classifier of YASA sleep staging☆24Updated 4 years ago
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG by Akara Supratak and Yike Guo fro…☆160Updated 2 years ago
- Transfer learning for sleep stage detection☆35Updated 4 years ago
- Meta-Learning for EEG, Sleep Staging, Transfer Learning, Pre-trained EEG, PSG datasets (IEEE Journal of Biomedical and Health Informatic…☆42Updated 4 years ago
- Code for the paper "A Convolutional neural network for sleep stage scoring from raw single-channel EEG"☆63Updated 8 years ago
- CRNNeeg: A deep learning algorithm for sleep staging PSG and long-term scalp EEG☆19Updated 5 years ago
- Code to reproduce results from the paper "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆35Updated 4 years ago
- Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification☆44Updated last year
- SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach☆260Updated 4 years ago
- A Matlab toolbox to download, extract and work with PhysioNet Sleep EDF Expanded Database☆24Updated 5 years ago
- EEGdenoiseNet, a benchmark dataset, that is suited for training and testing deep learning-based EEG denoising models, as well as for comp…☆220Updated 2 years ago
- Python + EEG/MEG = PyEEG☆258Updated last year
- Analyze and manipulate EEG data using PyEEGLab.☆62Updated 4 years ago
- Hands-on tutorial on deep learning for EEG classification.☆86Updated last year
- Deep learning model for EEG artifact removal☆79Updated 3 years ago
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG☆30Updated 4 years ago
- Package to analyze EEG, ECoG and other electrophysiology formats. It allows for visualization of the results and for a GUI that can be us…☆94Updated 9 months ago
- DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG☆465Updated last year
- A python package for extracting EEG features. See article "Unsupervised EEG Artifact Detection and Correction" in Frontiers in Digital He…☆71Updated last year
- EEG Sleep stage classification using CNN with Keras☆179Updated last year
- PyPREP: A Python implementation of the Preprocessing Pipeline (PREP) for EEG data☆165Updated 2 weeks ago
- Supplementary material for systematic literature review on deep learning and EEG.☆158Updated 5 years ago
- This toolbox offers 30 types of EEG feature extraction methods (HA, HM, HC, and etc.) for Electroencephalogram (EEG) applications.☆90Updated 4 years ago
- ☆36Updated 7 years ago
- This repo contains a list of papers for sleep stage classification using deep learning based techniques starting from 2017-afterwards. I …☆66Updated 3 years ago
- seizure type classification using TUH dataset☆79Updated 2 months ago