SomnNET: An SpO2 Based Deep Learning Network for Sleep Apnea Detection in Smartwatches.

Arlene John Koushik Kumar Nundy Barry Cardiff Deepu John

Published in: EMBC (2021)

Keyphrases

deep learning
sleep apnea
machine learning
unsupervised learning
automatic analysis
unsupervised feature learning
neural network
object detection
higher order
data mining
computer vision
input image
partial occlusion
mental models
physiological parameters