Convolutional neural network which uses 30 second single-channel EEG signals to detect apnea events. Kernels are visualised using Fourier transforms.
☆23Mar 25, 2023Updated 3 years ago
Alternatives and similar repositories for sleep-apnea
Users that are interested in sleep-apnea are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆19Nov 12, 2023Updated 2 years ago
- A COMPREHENSIVE ANALYSIS OF SLEEP APNEA☆59Apr 25, 2022Updated 4 years ago
- Obstructive Sleep Apnea, OSA, CNN, ECG signal, LeNet5☆64Aug 16, 2021Updated 4 years ago
- This project includes preprocessing of APNEA-ECG database and a LSTM-RNN model for per-segment OSA detection.☆66Nov 30, 2023Updated 2 years ago
- ☆12Apr 25, 2022Updated 4 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Detect sleep apnea using heart rate data from wearable devices☆36Aug 12, 2024Updated last year
- A Residual based Attention Model for EEG basedSleep Staging☆11Sep 8, 2021Updated 4 years ago
- ☆28Aug 22, 2024Updated last year
- 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
- Source code for the deep learning models employed in OSAS study☆21Feb 9, 2023Updated 3 years ago
- Detection of sleep apnea using machine learning☆30Sep 23, 2019Updated 6 years ago
- Reproducing TinySleepNet for sleep stage prediction based on the signal channel EEG using PyTorch and implementing a new smaller and fast…☆10May 9, 2021Updated 5 years ago
- Code for the paper `A 1D-CNN based deep learning technique for sleep apnea detection in IoT sensors'☆24Nov 18, 2024Updated last year
- 2-Channel EEG Sleep Staging Algorithm using CNN-LSTM Architecture☆18Jan 28, 2021Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Dreem One Shot Detector☆50Jul 6, 2023Updated 3 years ago
- CRNNeeg: A deep learning algorithm for sleep staging PSG and long-term scalp EEG☆20Jun 5, 2020Updated 6 years ago
- sleep apnea, time window, artificial neural network, time series, MLP☆18Jan 17, 2020Updated 6 years ago
- EEG Sleep stage classification using CNN with Keras☆186Jun 17, 2024Updated 2 years ago
- End-to-end Sleep Staging with Raw Single Channel EEG☆14May 13, 2019Updated 7 years ago
- This repo contains a list of papers for sleep stage classification using deep learning based techniques starting from 2017-afterwards. I …☆68Sep 18, 2022Updated 3 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
- Pytorch implementation of "SHNN: A Single-Channel EEG Sleep Staging Model Based on Semi-Supervised Learning".☆14May 17, 2022Updated 4 years ago
- Code for Rethinking Prompt Optimizers: From Prompt Merits to Optimization☆13Jan 12, 2026Updated 6 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Code for paper "MSA-CNN: A Lightweight Multi-Scale CNN with Attention for Sleep Stage Classification"☆18Nov 30, 2025Updated 7 months ago
- AI application that can classify medical text according to the category of the ailment being described.☆12Apr 7, 2021Updated 5 years ago
- A collections of tools around sleep research: plotting of hypnograms / spectrograms, etc etc☆10Jan 24, 2026Updated 6 months ago
- the algorithm of Apnea detection by breath☆14Jan 3, 2021Updated 5 years ago
- MATLAB EDF Viewer☆17Jan 23, 2018Updated 8 years ago
- Code for the paper "A Convolutional neural network for sleep stage scoring from raw single-channel EEG"☆63Sep 5, 2017Updated 8 years ago
- SUMO: Advanced sleep spindle identification with neural networks☆25Nov 21, 2024Updated last year
- iQMetrix-CT is designed to quantify CT Image Quality by using so-called advanced metrics such as Noise Power Spectrum (NPS), Task-based T…☆14Nov 8, 2024Updated last year
- Developed a software for ATM machine which performs all the banking transactions like cash deposits, withdrawals, fund transfers and also…☆17Jan 29, 2016Updated 10 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.
- SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging☆59Jun 7, 2021Updated 5 years ago
- ☆18Mar 5, 2024Updated 2 years ago
- Toolbox for fMRI and TMS☆21Dec 1, 2024Updated last year
- The Cross-modal SleepTransformer is a deep learning model designed for sleep stage classification based on multimodal physiological signa…☆27Sep 14, 2024Updated last year
- Modelling, Simulation & Optimization Laboratory☆11Jun 29, 2021Updated 5 years ago
- Randomize XD and Colosseum☆20May 23, 2026Updated 2 months ago
- Materials for workshops on the open neural time series analysis toolbox MNE-Python☆16Apr 15, 2019Updated 7 years ago