😴 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.
☆19Nov 20, 2019Updated 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A Keras model to estimate psychological stress using HRV (Heart Rate Variability)☆10Mar 16, 2022Updated 4 years ago
- Python package to export NN/RR interval series in KUBIOS HRV readable format and to import HRV results from KUBIOS report files in .txt f…☆12Jan 4, 2019Updated 7 years ago
- Detection of Obstructive Sleep Apnea using Heart Rate Variability in ECG Signals using the Time Domain and Frequency Domain methods and C…☆16Sep 23, 2019Updated 6 years ago
- Sources codes of the paper titled "Robust Enhanced Trend Filtering with Unknown Noise".☆18Nov 10, 2020Updated 5 years ago
- Methods for continuous emotion recognition based on heart rate variability signal. Affect recognition, emotion, HRV, ELM, sSOM, dimensio…☆25Oct 13, 2017Updated 8 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Classify sleep from heart rate and acceleration via Apple Watch☆222Updated this week
- 通过Tensorflow 2.0 实现transformer的构建过程☆12Dec 1, 2019Updated 6 years ago
- Implementation of DeepSleepNet for classifying EEG signals into one of six sleep stages based on Supratak et. al 2017☆12Nov 13, 2018Updated 7 years ago
- CNN-LSTM based Heart Rate Estimation from PPG and Accleration☆42Nov 5, 2020Updated 5 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…☆22Sep 26, 2022Updated 3 years ago
- A high content analysis method to study skeletal muscle☆12Apr 26, 2024Updated 2 years ago
- ☆52Mar 19, 2020Updated 6 years ago
- Classification of sleep stages using accelerometer data☆54Jul 13, 2022Updated 4 years ago
- Sleep stage detection using ECG☆139Updated this week
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Extraction of ECG data features (hrv) using python☆33Feb 6, 2023Updated 3 years ago
- Notebooks for training the classifier of YASA sleep staging☆27Nov 20, 2021Updated 4 years ago
- HRnV-Calc software for heart rate n-variability and heart rate variability analysis☆14Jul 11, 2025Updated last year
- Repository to automatically process Fluorescence In Situ Hybridization (FISH) images using Cellpose and BIG-FISH (FISH-quant v2).☆17Dec 16, 2024Updated last year
- a pythonic dplyr clone☆17Jul 15, 2025Updated last year
- CardiacProfileR: An R package for extraction and visualisation of heart rate profiles from wearable fitness trackers☆13Jun 10, 2018Updated 8 years ago
- Code for Swift project to extract acceleration from Apple Watch during sleep - currently under construction☆70Feb 3, 2024Updated 2 years ago
- MATLAB Project to Classify Different Sleep Stages of the EEG Signals using Machine Learning (Random Forest and Support Vector Machine)☆13Jan 18, 2025Updated last year
- This project presents a novel approach for J peak detection in Heart-Rate monitoring. The proposed approach employs accelerometers to col…☆10Oct 30, 2023Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- A basic Android application to read serial input from an Arduino that is connected over USB (via a USB on-the-go cable on Android 3.1+).☆14Apr 24, 2013Updated 13 years ago
- Reversing, rebuilding, and upgrading firmware for the Erostek ET-312 Electrostim Box