Automated polysomnography for experimental animal research
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Nov 12, 2024 - Python
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polysomnography
Here are 15 public repositories matching this topic...
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
EEGLAB-compatible analysis software for manual / visual sleep stage scoring, signal processing and event marking of polysomnographic (PSG) data for MATLAB.
signal-processing
eeg
sleep
event-detection
psg
eeglab
sleep-research
sleep-analysis
eeg-signals-processing
sleep-staging
sleep-stage-scoring
sleep-scoring
polysomnography
eeg-preprocessing
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Nov 13, 2024 - MATLAB
Method for detecting sleep spindles using EEGlab functions and datasets
eeg
sleep
event-detection
psg
eeglab
sleep-spindles
sleep-research
sleep-analysis
eeg-signals-processing
polysomnography
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Dec 25, 2023 - MATLAB
Official implementation of our paper "ENHANCING HEALTHCARE WITH EOG: A NOVEL APPROACH TO SLEEP STAGE CLASSIFICATION"
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Jan 24, 2024 - Python
Competitive apnea detector for polysomnographic data
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Nov 29, 2021 - Python
Official implementation of our paper "Transparency in Sleep Staging: Deep Learning Method for EEG Sleep Stage Classification with Model Interpretability"
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Jan 24, 2024
Forked from https://bitbucket.org/yehezkel/edf-parser
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Jan 5, 2023 - JavaScript
Detecting events in sleeping tinnitus patients
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Jan 22, 2021 - Jupyter Notebook
Source code for the paper "Automatic Actigraphy and Polysomnography Sleep Scoring using Deep Learning".
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Nov 8, 2023 - Python
Document and code that generates the Sleep Statistics defined at the Surrey Sleep Research Centre
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Aug 5, 2024 - MATLAB
ScoreREM: A user friendly Matlab-GUI for rapid eye movement (REM) sleep microstructure annotation and quantification
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Oct 5, 2024
ScoreREM: A user friendly Matlab-GUI for rapid eye movement (REM) sleep microstructure annotation and quantification
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Oct 5, 2024
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Sep 29, 2020 - Python
Extracts information from polysomnography reports generated by Compumedics Profusion and Natus Embla RemLogic software, and then exports the data to an Excel file.
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Jun 15, 2024 - Jupyter Notebook
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