Classification of sleep stages using accelerometer data
☆54Jul 13, 2022Updated 3 years ago
Alternatives and similar repositories for Sundararajan-SleepClassification-2021
Users that are interested in Sundararajan-SleepClassification-2021 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 sleep☆10Dec 21, 2017Updated 8 years ago
- Classify sleep from heart rate and acceleration via Apple Watch☆216Dec 13, 2024Updated last year
- PyTorch implementation of sleep-stage classifier using photoplethysmography (PPG) data.☆16Jan 24, 2023Updated 3 years ago
- This code is part of the paper ''A Large Scale Benchmark to Validate Sleep-Wake Scoring Algorithms'' currently under review.☆26Apr 30, 2020Updated 6 years ago
- Code for Swift project to extract acceleration from Apple Watch during sleep - currently under construction☆69Feb 3, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- The goal of this repository is to make novel methods for estimating physical activity or energy expenditure from accelerometer data easie…☆13Jan 20, 2023Updated 3 years ago
- ☆44Oct 28, 2021Updated 4 years ago
- Functions to analyse compositional data and produce confidence intervals for relative increases and decreases in the compositional compon…☆14Jan 31, 2023Updated 3 years ago
- R package for extracting actigraphy counts from accelerometer data.☆12Jun 3, 2026Updated 2 weeks ago
- Code corresponding to R package GGIR☆141Jun 2, 2026Updated 2 weeks ago
- ☆67Jul 6, 2023Updated 2 years ago
- Python Software Development Kit (SDK) to process wearable sensor data☆27Oct 7, 2025Updated 8 months ago
- 😴 Classifying patient sleep stage (i.e. REM sleep, shallow, etc.) based on Heart Rate Variability data; model is based on time-domain Co…☆19Nov 20, 2019Updated 6 years ago
- Analyzing PPG (photoplethysmography) data to get Heart Rate and Breathing (maybe Oxygen) reading for the project "Early Detection of Slee…☆15Apr 10, 2019Updated 7 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Meta-Learning for EEG, Sleep Staging, Transfer Learning, Pre-trained EEG, PSG datasets (IEEE Journal of Biomedical and Health Informatic…☆43Jan 27, 2021Updated 5 years ago
- Benchmark code for the paper: "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆100Jul 29, 2025Updated 10 months ago
- An open-source sleep stage classification Python package☆113Sep 21, 2025Updated 8 months ago
- Automated sleep staging scoring and narcolepsy identification☆91Jun 24, 2024Updated last year
- A package for processing signals recorded using wearable sensors, such as Electrocardiogram (ECG), Photoplethysmogram (PPG), Electroderma…☆146Apr 26, 2024Updated 2 years ago
- A comprehensive collection of HRV-related resources, including libraries, datasets, tutorials, papers, and more, for researchers and deve…☆20Apr 24, 2026Updated last month
- This paper was submitted to ICASSP 2023: Exploiting Interactivity and Heterogeneity for Sleep Stage Classification via Heterogeneous Grap…☆25Jun 20, 2023Updated 2 years ago
- a library to use M24LR6E as a NFC Tag☆11Jan 8, 2025Updated last year
- A list of papers for sleep stages classification using machine learning/deep learning.☆94Aug 14, 2022Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Source code for https://awsdash.com browser extension☆14Sep 18, 2024Updated last year
- Use your smartwatch through wrist gestures.☆11Nov 12, 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, dep…☆11Jun 6, 2022Updated 4 years ago
- ☆55Dec 7, 2023Updated 2 years ago
- DATA'20 - PPGraw is an analytical tool for the quality review of raw photoplethysmography (PPG) signals, based on 7 multi-varied decision…☆52Feb 12, 2021Updated 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
- This repository provides an open source Python notebook for ECG analysis: ECG signal denoising, QRS extraction, HRV analysis, Time frequ…☆15Nov 19, 2019Updated 6 years ago
- Package for Heart Rate Variability analysis in Python☆450Jun 2, 2026Updated 2 weeks ago
- Greifswald Sleep Stage Classifier - a deep-learning based EEG sleep stage classifier☆16Aug 22, 2025Updated 9 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Physical Activity Monitor Processing☆20May 24, 2021Updated 5 years ago
- BookAdapter - ePub Reader & Library Management☆10Feb 9, 2023Updated 3 years ago
- MVMTnet - Multi-variate Multi-modal Transformer network implementation for multi-class classification of Cardiac abnormalities using clin…☆16Feb 24, 2023Updated 3 years ago
- Methods for analyzing Heart Rate Variability☆88Nov 3, 2020Updated 5 years ago
- Archive of my older research papers on optimization☆10Jan 20, 2021Updated 5 years ago
- 健康类型项目，心电图(ECG)，心率图(Heart Rate)，睡眠图(Sleep)，血氧(Blood oxygen)，血压（blood pressure），HRV☆59Nov 16, 2022Updated 3 years ago
- Code for our paper SleepGPT: A Sleep Language Model for Sleep Staging and Sleep Disorder Diagnosis☆22Dec 6, 2025Updated 6 months ago