MADSOLSEN / SleepStagePredictionLinks
Deep learning-based prediction of sleep stages using wearable accelerometry and photoplethysmography
☆34Updated last year
Alternatives and similar repositories for SleepStagePrediction
Users that are interested in SleepStagePrediction are comparing it to the libraries listed below
Sorting:
- Transfer learning for sleep stage detection☆31Updated 3 years ago
- Code to reproduce results from the paper "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆32Updated 3 years ago
- ☆24Updated 2 years ago
- Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification☆41Updated last year
- CRNNeeg: A deep learning algorithm for sleep staging PSG and long-term scalp EEG☆18Updated 5 years ago
- Greifswald Sleep Stage Classifier - a deep-learning based EEG sleep stage classifier☆11Updated 3 months ago
- Benchmark code for the paper: "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆87Updated 3 months ago
- Notebooks for training the classifier of YASA sleep staging☆23Updated 3 years ago
- Sleep stage detection using ECG☆131Updated last week
- ☆29Updated last year
- This repo contains a list of papers for sleep stage classification using deep learning based techniques starting from 2017-afterwards. I …☆65Updated 2 years ago
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG☆30Updated 4 years ago
- Code for our paper SleepGPT: A Sleep Language Model for Sleep Staging and Sleep Disorder Diagnosis☆16Updated 3 weeks ago
- ☆17Updated 3 years ago
- EEG Artifact Removal Using Deep Learning (source code, IEEE Journal of Biomedical and Health Informatics)☆36Updated 2 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
- ☆13Updated 3 years ago
- SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging☆104Updated last year
- Do not sleep on traditional machine learning for sleep stage scoring☆52Updated last year
- Automated sleep staging scoring and narcolepsy identification☆81Updated last year
- DATA'20 - PPGraw is an analytical tool for the quality review of raw photoplethysmography (PPG) signals, based on 7 multi-varied decision…☆46Updated 4 years ago
- ☆31Updated 2 months ago
- for paper https://doi.org/10.3390/bios12020082☆17Updated 3 years ago
- Code Developed for my Masters Thesis titled: A real-time independent and inexpensive PPG signal quality classification tool for vital sig…☆13Updated 5 years ago
- PPG-beats is a Matlab library of algorithms to detect heartbeats in photoplethysmogram (PPG) signals.☆70Updated 3 months ago
- Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning☆48Updated last year
- Sleep staging from ECG, assisted with EEG☆26Updated 3 years ago
- Sleep stage automatic classifier using CNNs and LSTMs to process frequency signals of brain activity recorded via ElectroEncephaloGram EE…☆20Updated 3 years ago
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆18Updated last year
- ☆55Updated last year