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
Link To Document