DocumentCode :
3212502
Title :
Body movement analysis during sleep for children with ADHD using video image processing
Author :
Nakatani, Masahiro ; Okada, Shogo ; Shimizu, Shogo ; Mohri, Ikuko ; Ohno, Y. ; Taniike, Masako ; Makikawa, Masaaki
Author_Institution :
Grad. Sch. of Sci. & Eng., Ritsumeikann Univ., Kusatsu, Japan
fYear :
2013
fDate :
3-7 July 2013
Firstpage :
6389
Lastpage :
6392
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.
Keywords :
gait analysis; image motion analysis; medical image processing; patient monitoring; sleep; video signal processing; ADHD; GM rate; REM sleep; attention-deficit hyperactivity disorder; body movement analysis; children; gross body movements; rest duration; sleep disorders; video image processing; Biomedical imaging; Educational institutions; Electronic mail; Histograms; Image processing; Pediatrics; Sleep;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE
Conference_Location :
Osaka
ISSN :
1557-170X
Type :
conf
DOI :
10.1109/EMBC.2013.6611016
Filename :
6611016
Link To Document :
بازگشت