Stanford-STAGES / stanford-stagesLinks
Automated sleep staging scoring and narcolepsy identification
☆83Updated 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"☆90Updated last month
- An open-source sleep stage classification Python package☆112Updated 3 months ago
- SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging☆106Updated last year
- Notebooks for training the classifier of YASA sleep staging☆23Updated 3 years ago
- Transfer learning for sleep stage detection☆32Updated 4 years ago
- Sleep stage detection using ECG☆134Updated last week
- Package to analyze EEG, ECoG and other electrophysiology formats. It allows for visualization of the results and for a GUI that can be us…☆92Updated 7 months ago
- Code to reproduce results from the paper "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆34Updated 3 years ago
- CRNNeeg: A deep learning algorithm for sleep staging PSG and long-term scalp EEG☆18Updated 5 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…☆153Updated 2 years ago
- SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach☆255Updated 4 years ago
- Meta-Learning for EEG, Sleep Staging, Transfer Learning, Pre-trained EEG, PSG datasets (IEEE Journal of Biomedical and Health Informatic…☆41Updated 4 years ago
- Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification☆42Updated last year
- DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG☆451Updated last year
- Code for the paper "A Convolutional neural network for sleep stage scoring from raw single-channel EEG"☆61Updated 8 years ago
- Supplementary material for systematic literature review on deep learning and EEG.☆158Updated 5 years ago
- EEG Sleep stage classification using CNN with Keras☆176Updated last year
- EEGLAB-compatible analysis software for manual / visual sleep stage scoring, signal processing and event marking of polysomnographic (PSG…☆17Updated last month
- EEG Artifact Removal Using Deep Learning (source code, IEEE Journal of Biomedical and Health Informatics)☆38Updated 3 years ago
- A Matlab toolbox to download, extract and work with PhysioNet Sleep EDF Expanded Database☆23Updated 5 years ago
- PyPREP: A Python implementation of the Preprocessing Pipeline (PREP) for EEG data☆158Updated this week
- EEGdenoiseNet, a benchmark dataset, that is suited for training and testing deep learning-based EEG denoising models, as well as for comp…☆210Updated 2 years ago
- Hands-on tutorial on deep learning for EEG classification.☆81Updated last year
- Python + EEG/MEG = PyEEG☆258Updated last year
- Analyze and manipulate EEG data using PyEEGLab.☆61Updated 4 years ago
- Seizure prediction from EEG data using machine learning. 3rd place solution for Kaggle/Uni Melbourne seizure prediction competition.☆107Updated 5 years ago
- ☆32Updated 2 months ago
- Deep learning model for EEG artifact removal☆77Updated 3 years ago
- Greifswald Sleep Stage Classifier - a deep-learning based EEG sleep stage classifier☆11Updated 3 weeks ago
- Compute and plot standard EEG electrode positions.☆72Updated this week