I am a Machine Learning engineer and am trying to predict the sleep stage within a 30 second interval given the data present here https://www.sleepdata.org/datasets/shhs/files/polysomnography/edfs/shhs1
I can't find the sleep stage annotations (W, 1, 2, Deep Sleep, REM) in the .edf files. Can you please point me to the annotation?
Hi - thanks for checking out the site.
See the notes about the XML files on this page - https://sleepdata.org/datasets/shhs/pages/05-polysomnography-introduction.md
Profusion XML here - https://sleepdata.org/datasets/shhs/files/polysomnography/annotations-events-profusion/shhs1
Overview of staging information in the XML at bottom of this page - https://github.com/nsrr/edf-editor-translator/wiki/Compumedics-Annotation-Format
Thanks for the quick response! Much appreciated!