GuanLab / DeepSleep
☆42Updated 3 years ago
Alternatives and similar repositories for DeepSleep:
Users that are interested in DeepSleep are comparing it to the libraries listed below
- SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging☆100Updated last year
- Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification☆40Updated last year
- 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
- Transfer learning for sleep stage detection☆30Updated 3 years ago
- ☆30Updated 4 years ago
- Benchmark code for the paper: "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆81Updated last year
- ☆15Updated 3 years ago
- Meta-Learning for EEG, Sleep Staging, Transfer Learning, Pre-trained EEG, PSG datasets (IEEE Journal of Biomedical and Health Informatic…☆40Updated 4 years ago
- Code for the paper "A Convolutional neural network for sleep stage scoring from raw single-channel EEG"☆59Updated 7 years ago
- ☆53Updated last year
- Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning☆46Updated last year
- Obstructive Sleep Apnea, OSA, CNN, ECG signal, LeNet5☆57Updated 3 years ago
- DeepBeat: Multi-task deep learning for cardiac rhythm detection in wearable devices☆24Updated 4 years ago
- A library to compute ECG signal quality indicators☆40Updated 2 years ago
- CRNNeeg: A deep learning algorithm for sleep staging PSG and long-term scalp EEG☆18Updated 4 years ago
- Notebooks for training the classifier of YASA sleep staging☆22Updated 3 years ago
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG☆29Updated 3 years ago
- This repo contains a list of papers for sleep stage classification using deep learning based techniques starting from 2017-afterwards. I …☆64Updated 2 years ago
- Deep learning-based prediction of sleep stages using wearable accelerometry and photoplethysmography☆30Updated 9 months ago
- ☆11Updated 5 years ago
- Seizure Event Detection using minimum electrodes☆8Updated last year
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG by Akara Supratak and Yike Guo fro…☆137Updated last year
- Dreem One Shot Detector☆47Updated last year
- Automatic channel selection for seizure detection☆11Updated last year
- This repository is dedicated to real-time automation of sleep staging☆20Updated 4 years ago
- Implementation of DeepSleepNet for classifying EEG signals into one of six sleep stages based on Supratak et. al 2017☆11Updated 6 years ago
- EEG Features to be extract from raw data.☆27Updated 8 years ago
- Code repository for SLEEPNET paper☆13Updated 8 years ago
- ☆21Updated this week
- EEG Artifact Removal Using Deep Learning (source code, IEEE Journal of Biomedical and Health Informatics)☆34Updated 2 years ago