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 :
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