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.
☆19Updated 6 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☆84Updated 2 years ago
- Benchmark code for the paper: "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆95Updated 4 months ago
- Greifswald Sleep Stage Classifier - a deep-learning based EEG sleep stage classifier☆14Updated 3 months ago
- Sleep stage detection using ECG☆136Updated last week
- Detect sleep apnea using heart rate data from wearable devices☆34Updated last year
- Classification of sleep stages using accelerometer data☆54Updated 3 years ago
- A graphical user interface for feature extraction from heart- and breathing biosignals.☆72Updated last year
- BioSignal Analysis Kit☆117Updated 6 years ago
- Methods for analyzing Heart Rate Variability☆88Updated 5 years ago
- A Python package for physyological's signals processing☆71Updated last year
- This repository is dedicated to real-time automation of sleep staging☆24Updated 5 years ago
- Algorithms to estimate respiratory rate from physiological signals☆186Updated 2 years ago
- ☆27Updated 3 years ago
- Heart Rate Variability Analysis Software☆160Updated last week
- DATA'20 - PPGraw is an analytical tool for the quality review of raw photoplethysmography (PPG) signals, based on 7 multi-varied decision…☆49Updated 4 years ago
- This toolbox offers 30 types of EEG feature extraction methods (HA, HM, HC, and etc.) for Electroencephalogram (EEG) applications.☆91Updated 4 years ago
- PhysioNet Cardiovascular Signal Toolbox☆129Updated 2 years ago
- TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG by Akara Supratak and Yike Guo fro…☆163Updated 2 years ago
- Codes of PPG Signal Analysis☆38Updated 5 years ago
- Automated sleep staging scoring and narcolepsy identification☆87Updated last year
- Full HRV analysis of Arduino pulse sensor, using Python signal processing and time series techniques. Chaotic, Fourier, Wavelet, Regressi…☆64Updated 8 years ago
- Code to estimate HR from PPG signals using Subspace Decomposition and Kalman filter for the dataset of 22 PPG recordings provided for the…☆83Updated 8 years ago
- CRNNeeg: A deep learning algorithm for sleep staging PSG and long-term scalp EEG☆19Updated 5 years ago
- A library to compute ECG signal quality indicators☆42Updated 3 years ago
- SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach☆261Updated 4 years ago
- DeepBeat: Multi-task deep learning for cardiac rhythm detection in wearable devices☆28Updated 5 years ago
- PPG-beats is a Matlab library of algorithms to detect heartbeats in photoplethysmogram (PPG) signals.☆76Updated 8 months ago
- Transfer learning for sleep stage detection☆35Updated 4 years ago
- A package for processing signals recorded using wearable sensors, such as Electrocardiogram (ECG), Photoplethysmogram (PPG), Electroderma…☆138Updated last year
- Systole: A python package for cardiac signal synchrony and analysis☆85Updated 7 months ago