• DocumentCode
    709006
  • Title

    Estimating surrounding symptom level of dementia patient by sleep stage

  • Author

    Tomura, Shingo ; Harada, Tomohiro ; Sato, Hiroyuki ; Takadama, Keiki ; Aoki, Makoto

  • Author_Institution
    Univ. of Electro-Commun., Chofu, Japan
  • fYear
    2015
  • fDate
    24-26 March 2015
  • Firstpage
    190
  • Lastpage
    194
  • Abstract
    This paper explores the methods that can estimate a surrounding symptom level of dementia patients by monitoring the sleep features such as the sleep rhythm (cycle) and the light/deep sleep ratio. For this purpose, we employ Watanabe´s method to estimate the sleep stages as the sleep feature, which can be transformed from the heartbeat data acquired by the mattress-based sensor. To explore the dementia estimation methods, we conducted the human subject experiment in the hospital. The analysis of the sleep stage of the dementia patient who has the light cognitive function impairment with repeating good and bad healthy conditions have revealed that the averaged cycles of the REM sleep and the light/deep sleep ratio have a great potential of the evaluation criteria that can estimate a surrounding symptom level of dementia patients.
  • Keywords
    biomedical equipment; cardiology; cognition; data acquisition; data analysis; diseases; estimation theory; feature extraction; medical disorders; medical signal processing; patient diagnosis; patient monitoring; sleep; transforms; Watanabe method; averaged REM sleep cycle; dementia estimation method; dementia patient sleep stage analysis; dementia patient surrounding symptom level estimation; evaluation criteria; heartbeat data acquisition; heartbeat data transformation; hospital; human subject experiment; light cognitive function impairment; light-deep sleep ratio; mattress-based sensor; repeating good-bad healthy condition; sleep feature monitoring; sleep rhythm monitoring; sleep stage estimation; Dementia; Estimation; Heart beat; Hospitals; Interviews; Sleep apnea;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Medical Information and Communication Technology (ISMICT), 2015 9th International Symposium on
  • Conference_Location
    Kamakura
  • Type

    conf

  • DOI
    10.1109/ISMICT.2015.7107526
  • Filename
    7107526