Toward Sleep Apnea Detection with Lightweight Multi-scaled Fusion Network
-
Updated
Mar 20, 2025 - Python
#
sleep-apnea
Here are 18 public repositories matching this topic...
Docker Image for Open Source CPAP Analysis Reporter (OSCAR)
-
Updated
Mar 7, 2026 - Shell
😴 DeepSleep2 is a compact U-Net-inspired convolutional neural network with 740,551 parameters, designed to predict non-apnea sleep arousals from full-length multi-channel polysomnographic recordings at 5-millisecond resolution. Achieves similar performance to DeepSleep with lower computational cost.
machine-learning deep-learning time-series cnn pytorch neural-networks segmentation convolutional-networks physionet multichannel encoder-decoder sleep-analysis u-net medical-ai polysomnography computational-efficiency sleep-apnea sleep-arousals
-
Updated
Aug 30, 2025 - Jupyter Notebook
A CPAP/BiPAP data visualizer for sleep apnea and UARS.
-
Updated
Feb 11, 2025 - C#
Free, open-source airway analysis for ResMed CPAP/BiPAP data
-
Updated
Apr 1, 2026 - TypeScript
Tool to import .edf files (particularly from CPAP machines) to influxdb or victoriametrics.
-
Updated
May 6, 2025 - Go
Screening Solution for Obstructive Sleep Apnea.
-
Updated
May 3, 2021 - Jupyter Notebook
Repository for the Machine Learning for Smart Health System course offered by Dr. Juber Rahman at Omdena School platform. Join the course here https://omdena.com/omdena-school/
-
Updated
Dec 11, 2021 - Jupyter Notebook
Sleep Apnea Classification using Deep Learning on ECG Signals
python deep-learning tensorflow keras ecg lstm classification ecg-signal apnea ecg-classification sleep-apnea
-
Updated
Jun 12, 2025 - Jupyter Notebook
A real-time medical device prototype that uses Deep Learning (TinyML) to detect sleep apnea events from raw ECG signals directly on a microcontroller. This project demonstrates the end-to-end pipeline from training a 1D-CNN in Python to deploying optimized C code on bare-metal hardware.
-
Updated
Jan 4, 2026 - C
Sleep Apnea Detection with One-Dimensional Convolutional Neural Networks From Single-Lead Electrocardiogram
-
Updated
Aug 7, 2025 - Python
Deep Learning based Sleep Apnea Detection using ECG Spectrograms and CNN-BiLSTM Architecture
-
Updated
Mar 8, 2026 - Jupyter Notebook
Public transparency repository for the beyond-AHI hypoxic metrics OSA systematic review and meta-analysis submission package
-
Updated
Mar 31, 2026 - Python
Master MVA - Parsimonious Representations Project
-
Updated
May 16, 2021 - Jupyter Notebook
📊 An open clinical dataset on AI-assisted Orofacial Myofunctional Therapy for Obstructive Sleep Apnea and Primary Snoring, following FAIR principles.
open-science omt telemedicine clinical-data fair-data patient-reported-outcomes ai-in-healthcare digital-health obstructive-sleep-apnea sleep-apnea snoring medical-research respiratory-health orofacial-myofunctional-therapy healthcare-dataset
-
Updated
Dec 6, 2025 - Jupyter Notebook
Production-ready ML pipeline for sleep apnea detection from ECG signals (AUROC: 0.755). Features HRV/QRS extraction, signal quality gating, and patient-level AHI estimation on 70 PhysioNet patients.
python machine-learning random-forest signal-processing scikit-learn healthcare physionet medical-ai sleep-apnea ecg-analysis
-
Updated
Apr 1, 2026 - Python
Explainable Machine Learning for ECG-Based Sleep Apnea Detection: Quantifying Cross-Dataset Generalisability
-
Updated
Sep 17, 2025 - Jupyter Notebook
A python app to help users of ResMed CPAP Machines track their data and keep on top of replacement due dates
-
Updated
Oct 14, 2025 - Python
Improve this page
Add a description, image, and links to the sleep-apnea topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the sleep-apnea topic, visit your repo's landing page and select "manage topics."