Can I read Sleep Stage Classification Tutorial on EtoBox?
Sleep Stage Classification Tutorial by raviraja is a document available to read on EtoBox.
What is Sleep Stage Classification Tutorial about?
This document describes using machine learning to classify sleep stages from polysomnography (PSG) data. Specifically, it aims to predict the sleep stages of subject Bob from PSG data of subject Alice. It loads PSG and hypnogram data for Alice and Bob, extracts 30-second epochs with sleep stage labels, then calculates power spectral density features from the epochs. These features will be used to train a random forest classifier to predict Bob
- Author
- raviraja
- Language
- EN