Sleep scoring app
App to quickly and easily score a raw EDF sleep recording, according to a machine learning algorythm published in 2018
https://pubmed.ncbi.nlm.nih.gov/30459544/
. Head over the tab
Autom. sleep scoring
, upload your EDF file,
select 4 main EEG derivations and power spectra + sleep stages will automatically be computed. Results can then be downloaded.
You can give suggestions under the Tab
Chat room:
Here a preview of a sample output:
Choose a main bipolar derivation (ex. C3-A2), 2 ocular channels and 1 EMG channel. Process of automatic sleep scoring can take a while, since data are downsampled, filtered, Welch’s power spectral density is computed (5 second sliding window 50% overlap) and passed from R to python (still this process should take less than a minute). Epoch length is set to 20 seconds for the moment, but other settings will soon be available