Sleep Apnea Detection by Tracheal Motion and Sound, and Oximetry via Application of Deep Neural Networks.

Nasim Montazeri GhahjaverestanCristiano AguiarRichard HummelXiaoshu CaoJackson YuT Douglas Bradley

Published in: Nature and science of sleep (2023)

with high sensitivity and specificity. Therefore, BresoDX1 is a simple, convenient and accurate portable SA monitoring device that could be employed for home SA testing in the future.

Keyphrases

sleep apnea
neural network
positive airway pressure
obstructive sleep apnea
loop mediated isothermal amplification
current status
healthcare
label free
real time pcr
high resolution
high speed