Orang-utan / CNN-Sleep-Stage-EstimationLinks
😴 Classifying patient sleep stage (i.e. REM sleep, shallow, etc.) based on Heart Rate Variability data; model is based on time-domain Convolutional Neural Network, implemented in Tensorflow, Python.
☆20Updated 5 years ago
Alternatives and similar repositories for CNN-Sleep-Stage-Estimation
Users that are interested in CNN-Sleep-Stage-Estimation are comparing it to the libraries listed below
Sorting:
- Matlab toolbox for calculating Heart-Rate Variability metrics on ECG signals☆82Updated last year
- Classification of sleep stages using accelerometer data☆47Updated 2 years ago
- Implementation of DeepSleepNet for classifying EEG signals into one of six sleep stages based on Supratak et. al 2017☆12Updated 6 years ago
- This repository is dedicated to real-time automation of sleep staging☆21Updated 4 years ago
- ☆24Updated 2 years ago
- Sleep stage detection using ECG☆126Updated 2 weeks ago
- Detect sleep apnea using heart rate data from wearable devices☆30Updated 9 months ago
- Sleep staging using single lead ECG☆14Updated 6 years ago
- A Python package for physyological's signals processing☆64Updated 11 months ago
- meiyor / HEAL-T-AN-EFFICIENT-PPG-BASED-HEART-RATE-AND-IBI-ESTIMATION-METHOD-DURING-PHYSICAL-EXERCISEThis repository contains a functional code composed by Matlab and bash codes for Interbeat-interval (IBI), Heart-rate (HR) calculation, a…☆20Updated 2 years ago
- ☆44Updated 7 years ago
- Transfer learning for sleep stage detection☆30Updated 3 years ago
- Greifswald Sleep Stage Classifier - a deep-learning based EEG sleep stage classifier☆11Updated last month
- Automated sleep staging scoring and narcolepsy identification☆81Updated 11 months ago
- Code for the paper `A 1D-CNN based deep learning technique for sleep apnea detection in IoT sensors'☆20Updated 6 months ago
- CRNNeeg: A deep learning algorithm for sleep staging PSG and long-term scalp EEG☆17Updated 5 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
- PhysioNet Cardiovascular Signal Toolbox☆128Updated last year
- Notebooks for training the classifier of YASA sleep staging☆23Updated 3 years ago
- Deep learning-based prediction of sleep stages using wearable accelerometry and photoplethysmography☆32Updated last year
- Benchmark code for the paper: "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆83Updated 2 months ago
- Project to predict sleep stages based on EEG, ECG, EOG data. Signals are filtered using different methods (Wavelet, Butterworth). The pre…☆11Updated 3 years ago
- Detection of ECG events (R wave, T wave) for the preprocessing of the heartbeat evoked potential☆33Updated 2 years ago
- A graphical user interface for feature extraction from heart- and breathing biosignals.☆68Updated 9 months 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
- A library to compute ECG signal quality indicators☆41Updated 2 years ago
- GCY / Continuous-Non-Invasive-Blood-Pressure-Research-Platform---ECG-and-PPG-Pulse-Arrival-Time-Based-This project is cuffless cNIBP research platform with ECG(two-electrode) and PPG☆62Updated 4 years ago
- matlab functions for processing electromyography signals☆43Updated 4 years ago
- Codes of PPG Signal Analysis☆37Updated 4 years ago
- Sleep stage classification using BCG-based pressure signals and residual-biLSTM networks☆11Updated 10 months ago