Paper Info
Title
Body movement analysis during sleep for children with ADHD using video image processing.
Abstract
In recent years, the amount of children with sleep disorders that cause arousal during sleep or light sleep is increasing. Attention-deficit hyperactivity disorder (ADHD) is a cause of this sleep disorder; children with ADHD have frequent body movement during sleep. Therefore, we investigated the body movement during sleep of children with and without ADHD using video imaging. We analysed large gross body movements (GM) that occur and obtained the GM rate and the rest duration. There were differences between the body movements of children with ADHD and normally developed children. The children with ADHD moved frequently, so their rest duration was shorter than that of the normally developed children. Additionally, the rate of gross body movement indicated a significant difference in REM sleep (p < 0.05). In the future, we will develop a new device that can easily diagnose children with ADHD, using video image processing.
Year
DOI
Venue
2013
10.1109/EMBC.2013.6611016
EMBC
Keywords
Field
DocType
children,video signal processing,body movement analysis,rem sleep,sleep disorders,gross body movements,sleep,patient monitoring,rest duration,adhd,gait analysis,gm rate,attention-deficit hyperactivity disorder,video image processing,medical image processing,image motion analysis,image processing,biomedical imaging,pediatrics,histograms
Image processing,Gait analysis,Electrooculography,Artificial intelligence,Audiology,Sleep Stages,Electroencephalography,Polysomnography,Computer vision,Arousal,Developmental psychology,Psychology,Sleep disorder
Conference
Volume
ISSN
Citations 
2013
1557-170X
2
PageRank 
References 
Authors
0.51
1
7
Name
Order
Citations
PageRank
Masahiro Nakatani120.51
Shima Okada244.97
Sachiko Shimizu320.51
Ikuko Mohri421.18
Yuko Ohno545.73
Masako Taniike620.51
Masaaki Makikawa731.93