A novel algorithm for automatic diagnosis of sleep apnea from airflow and oximetry signals.

Md B Uddin Chin Moi Chow Sai-Ho Ling Steven W Su

Published in: Physiological measurement (2021)

The new algorithm is accurate over other existing methods for the automatic diagnosis of sleep apnea. It is applicable to any portable sleep screeners especially for the home diagnosis of sleep apnea.

Keyphrases

sleep apnea
positive airway pressure
obstructive sleep apnea
deep learning
machine learning
neural network
healthcare
physical activity
depressive symptoms
sleep quality