π΄ 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.
β19Nov 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:
- Using acceleration and heart rate data to classify awake, deep, and light sleepβ10Dec 21, 2017Updated 8 years ago
- A Keras model to estimate psychological stress using HRV (Heart Rate Variability)β10Mar 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 fβ¦β12Jan 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 Cβ¦β16Sep 23, 2019Updated 6 years ago
- Sources codes of the paper titled "Robust Enhanced Trend Filtering with Unknown Noise".β18Nov 10, 2020Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient β’ AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Classify sleep from heart rate and acceleration via Apple Watchβ217Dec 13, 2024Updated last year
- Methods for continuous emotion recognition based on heart rate variability signal. Affect recognition, emotion, HRV, ELM, sSOM, dimensioβ¦β25Oct 13, 2017Updated 8 years ago
- Implementation of DeepSleepNet for classifying EEG signals into one of six sleep stages based on Supratak et. al 2017β12Nov 13, 2018Updated 7 years ago
- Using regression LSTM and HRV features to follow the fluctuation of SLEEP STAGES, and applying HRV features to evaluate the pressure, depβ¦β11Jun 6, 2022Updated 4 years ago
- CNN-LSTM based Heart Rate Estimation from PPG and Acclerationβ42Nov 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, aβ¦β22Sep 26, 2022Updated 3 years ago
- Sleep stage detection using ECGβ139Jun 22, 2026Updated last week
- Extraction of ECG data features (hrv) using pythonβ33Feb 6, 2023Updated 3 years ago
- HRnV-Calc software for heart rate n-variability and heart rate variability analysisβ14Jul 11, 2025Updated 11 months ago
- Deploy on Railway without the complexity - Free Credits Offer β’ AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Notebooks for training the classifier of YASA sleep stagingβ27Nov 20, 2021Updated 4 years ago
- Collection of probe description for probeinterfaceβ20Updated this week
- Code for Swift project to extract acceleration from Apple Watch during sleep - currently under constructionβ69Feb 3, 2024Updated 2 years ago
- This repo contains a list of papers for sleep stage classification using deep learning based techniques starting from 2017-afterwards. I β¦β68Sep 18, 2022Updated 3 years ago
- CardiacProfileR: An R package for extraction and visualisation of heart rate profiles from wearable fitness trackersβ13Jun 10, 2018Updated 8 years ago
- β16May 19, 2022Updated 4 years ago
- Device to capture EEG signalsβ10Nov 23, 2020Updated 5 years ago
- This project presents a novel approach for J peak detection in Heart-Rate monitoring. The proposed approach employs accelerometers to colβ¦β10Oct 30, 2023Updated 2 years ago
- Calculates time and frequency domain heart rate variability metrics (validated in Kubios) from RR interval (ECG) or IBI (PPG).β23Aug 5, 2020Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer β’ AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 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+).β14Apr 24, 2013Updated 13 years ago
- code and data for paper Joint Image and Depth Estimation with Mask-Based Lensless Camerasβ12Oct 4, 2020Updated 5 years ago
- [CVPR 2022] Code for the paper "Quantization-aware Deep Optics for Diffractive Snapshot Hyperspectral Imaging".β15Oct 6, 2022Updated 3 years ago
- D6 Fitness Tracker Custom Firmware for Arduinoβ13Nov 30, 2020Updated 5 years ago
- β16Nov 24, 2020Updated 5 years ago
- DeepBeat: Multi-task deep learning for cardiac rhythm detection in wearable devicesβ31May 26, 2020Updated 6 years ago
- This repository is dedicated to real-time automation of sleep stagingβ24Jul 11, 2020Updated 5 years ago
- β15Oct 5, 2018Updated 7 years ago
- β14Dec 8, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient β’ AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- β14Feb 8, 2023Updated 3 years ago
- Unofficial Reproduction: Capacity estimation of lithium-ion batteries based on adaptive empirical wavelet transform and long short-term mβ¦β12Oct 28, 2024Updated last year
- Visualize your meal tracking from MyFitnessPal in a Dashboard connected to your Raspberry Piβ16Dec 7, 2022Updated 3 years ago
- A list of papers for sleep stages classification using machine learning/deep learning.β94Aug 14, 2022Updated 3 years ago
- DATA'20 - PPGraw is an analytical tool for the quality review of raw photoplethysmography (PPG) signals, based on 7 multi-varied decisionβ¦β52Feb 12, 2021Updated 5 years ago
- Try to translate the book R Packages into Simplified Chinese.β18Feb 17, 2024Updated 2 years ago
- A modular 4-channel E-Stim.β14May 21, 2024Updated 2 years ago