Orang-utan / CNN-Sleep-Stage-Estimation
😴 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
- Greifswald Sleep Stage Classifier - a deep-learning based EEG sleep stage classifier☆10Updated 2 weeks ago
- ☆23Updated 2 years ago
- Sleep stage detection using ECG☆120Updated this week
- CRNNeeg: A deep learning algorithm for sleep staging PSG and long-term scalp EEG☆18Updated 4 years ago
- Matlab toolbox for calculating Heart-Rate Variability metrics on ECG signals☆80Updated last year
- Automated sleep staging scoring and narcolepsy identification☆80Updated 9 months ago
- Heart Rate Variability☆15Updated 5 years ago
- Deep learning-based prediction of sleep stages using wearable accelerometry and photoplethysmography☆31Updated 9 months ago
- Detect sleep apnea using heart rate data from wearable devices☆28Updated 7 months ago
- Code for the paper `A 1D-CNN based deep learning technique for sleep apnea detection in IoT sensors'☆21Updated 4 months ago
- Calculates time and frequency domain heart rate variability metrics (validated in Kubios) from RR interval (ECG) or IBI (PPG).☆23Updated 4 years ago
- Transfer learning for sleep stage detection☆30Updated 3 years ago
- Sleep staging using single lead ECG☆14Updated 5 years ago
- Classification of sleep stages using accelerometer data☆48Updated 2 years ago
- Project to predict sleep stages based on EEG, ECG, EOG data. Signals are filtered using different methods (Wavelet, Butterworth). The pre…☆11Updated 2 years 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
- Benchmark code for the paper: "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆82Updated last year
- A library to compute ECG signal quality indicators☆40Updated 2 years ago
- A list of papers for sleep stages classification using machine learning/deep learning.☆82Updated 2 years ago
- This repository is dedicated to real-time automation of sleep staging☆20Updated 4 years ago
- Codes of PPG Signal Analysis☆37Updated 4 years ago
- Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification☆40Updated last year
- A graphical user interface for feature extraction from heart- and breathing biosignals.☆68Updated 7 months ago
- A Python package for physyological's signals processing☆63Updated 9 months ago
- BioSignal Analysis Kit☆114Updated 6 years ago
- SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging☆100Updated last year
- Methods for analyzing Heart Rate Variability☆87Updated 4 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
- PPG-beats is a Matlab library of algorithms to detect heartbeats in photoplethysmogram (PPG) signals.☆61Updated 2 months ago
- ☆29Updated 3 years ago