Clinical Features and Correlates of Poor Nighttime Sleepiness in Patients with Parkinson's Disease.

Xiaoling QinXue LiGang ChenXu ChenMingyu ShiXue-Kui LiuZai-Li LiZai-E XinDian-Shuai Gao

Published in: Parkinson's disease (2020)

Our data showed that PNS was common in patients with PD. H&Y stage, UPDRS-III, HAMD, and RLS were positively associated with PNS. Attention to the management of motor symptoms, RLS, and depression may be beneficial to nighttime sleep quality in patients with PD.

Keyphrases

sleep quality
depressive symptoms
physical activity
working memory
electronic health record
big data
machine learning
obstructive sleep apnea
deep learning
sleep apnea