MADSOLSEN / SleepStagePredictionLinks
Deep learning-based prediction of sleep stages using wearable accelerometry and photoplethysmography
☆36Updated last year
Alternatives and similar repositories for SleepStagePrediction
Users that are interested in SleepStagePrediction are comparing it to the libraries listed below
Sorting:
- ☆24Updated 2 years ago
- CRNNeeg: A deep learning algorithm for sleep staging PSG and long-term scalp EEG☆18Updated 5 years ago
- Code for our paper SleepGPT: A Sleep Language Model for Sleep Staging and Sleep Disorder Diagnosis☆16Updated 3 months ago
- ☆17Updated 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
- Transfer learning for sleep stage detection☆34Updated 4 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
- Notebooks for training the classifier of YASA sleep staging☆23Updated 3 years ago
- Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification☆42Updated last year
- Convolutional neural network which uses 30 second single-channel EEG signals to detect apnea events. Kernels are visualised using Fourier…☆22Updated 2 years ago
- Greifswald Sleep Stage Classifier - a deep-learning based EEG sleep stage classifier☆12Updated last month
- Sleep stage detection using ECG☆134Updated last week
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG☆30Updated 4 years ago
- Classification of sleep stages using accelerometer data☆53Updated 3 years ago
- Benchmark code for the paper: "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆91Updated 2 months ago
- ☆30Updated last year
- Automated sleep staging scoring and narcolepsy identification☆83Updated last year
- Sleep stage automatic classifier using CNNs and LSTMs to process frequency signals of brain activity recorded via ElectroEncephaloGram EE…☆21Updated 3 years ago
- for paper https://doi.org/10.3390/bios12020082☆17Updated 3 years ago
- Deep learning model for EEG artifact removal☆77Updated 3 years ago
- Detection of ECG events (R wave, T wave) for the preprocessing of the heartbeat evoked potential☆35Updated 2 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
- ☆13Updated 4 years ago
- [AAAI 2024] Generalizable Sleep Staging via Multi-Level Domain Alignment☆22Updated 4 months ago
- An Open-Source GUI for CNN-based EEG Decoding and Model Interpretation☆18Updated 3 years ago
- EEG Artifact Removal Using Deep Learning (source code, IEEE Journal of Biomedical and Health Informatics)☆39Updated 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
- ☆55Updated last year
- DATA'20 - PPGraw is an analytical tool for the quality review of raw photoplethysmography (PPG) signals, based on 7 multi-varied decision…☆48Updated 4 years ago
- Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models☆18Updated last year