Deep Learning-Based Assessment of Brain Connectivity Related to Obstructive Sleep Apnea and Daytime Sleepiness.

Min-Hee Lee Seung Ku LeeRobert J ThomasJee-Eun Yoon Chang-Ho Yun Chol Shin

Published in: Nature and science of sleep (2021)

A deep learning method can assess the association of brain network characteristics with OSA severity and daytime sleepiness and specify the relevant brain connectivity.

Keyphrases

obstructive sleep apnea
resting state
white matter
functional connectivity
deep learning
positive airway pressure
sleep quality
sleep apnea
multiple sclerosis
cerebral ischemia
artificial intelligence
machine learning
convolutional neural network
physical activity