Stanford-STAGES / stanford-stagesLinks
Automated sleep staging scoring and narcolepsy identification
☆82Updated 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"☆88Updated last month
- An open-source sleep stage classification Python package☆112Updated 2 months ago
- SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging☆105Updated last year
- Notebooks for training the classifier of YASA sleep staging☆23Updated 3 years 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
- 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 6 months ago
- CRNNeeg: A deep learning algorithm for sleep staging PSG and long-term scalp EEG☆18Updated 5 years ago
- Sleep stage detection using ECG☆133Updated last week
- Transfer learning for sleep stage detection☆32Updated 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…☆152Updated 2 years ago
- Hands-on tutorial on deep learning for EEG classification.☆81Updated last year
- Real-time EEG Source-Mapping Toolbox (REST): Online ICA and Source Localization☆84Updated 6 months ago
- Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification☆41Updated last year
- PyPREP: A Python implementation of the Preprocessing Pipeline (PREP) for EEG data☆157Updated last week
- SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach☆253Updated 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
- Analyze and manipulate EEG data using PyEEGLab.☆61Updated 4 years ago
- A python package for extracting EEG features. See article "Unsupervised EEG Artifact Detection and Correction" in Frontiers in Digital He…☆70Updated last year
- Code for the paper "A Convolutional neural network for sleep stage scoring from raw single-channel EEG"☆61Updated 7 years ago
- EEG Sleep stage classification using CNN with Keras☆174Updated last year
- Supplementary material for systematic literature review on deep learning and EEG.☆158Updated 5 years ago
- ☆36Updated 7 years ago
- This repository is dedicated to real-time automation of sleep staging☆24Updated 5 years ago
- Neural networks for EEG-MEG decoding with MNE-python and Tensorflow.☆45Updated 2 months ago
- ☆40Updated 6 years ago
- Seizure prediction from EEG data using machine learning. 3rd place solution for Kaggle/Uni Melbourne seizure prediction competition.☆105Updated 5 years ago
- DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG☆447Updated last year
- Python + EEG/MEG = PyEEG☆257Updated last year
- Greifswald Sleep Stage Classifier - a deep-learning based EEG sleep stage classifier☆11Updated last week
- Graph analysis of resting state eeg data using MNE and Networkx☆19Updated 7 years ago