• 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