Toward Sleep Apnea Detection with Lightweight Multi-scaled Fusion Network
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Aug 22, 2024 - Python
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sleep-apnea
Here are 7 public repositories matching this topic...
Docker Image for Open Source CPAP Analysis Reporter (OSCAR)
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Jun 25, 2024 - Shell
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
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Oct 22, 2024 - Jupyter Notebook
Screening Solution for Obstructive Sleep Apnea.
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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/
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Dec 11, 2021 - Jupyter Notebook
Tool to import .edf files (particularly from CPAP machines) to influxdb or victoriametrics.
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Aug 28, 2024 - Go
Master MVA - Parsimonious Representations Project
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May 16, 2021 - Jupyter Notebook
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