DocumentCode
1616955
Title
Fuzzy estimation system of dementia severity using biological information during sleep
Author
Uchida, Hayato ; Yamaguchi, Hayato ; Kobashi, Shoji ; Hata, Yutaka ; Tsuchiya, Naoki ; Nakajima, Hiroshi
Author_Institution
Sch. of Human Sci. & Environ., Univ. of Hyogo, Himeji, Japan
fYear
2009
Firstpage
921
Lastpage
926
Abstract
Recently, the increase of care burden due to the increase of number of the elderly dementia patients is a matter of concern in Japan. However, dementia of the elderly tends to be wrongly recognized as the effect of aging, and there are many cases in which early detection are difficult. In this paper, we focus on the cognitive impairment as one of the core symptoms of dementia, and propose the fuzzy estimation system to detect the level of dementia through monitoring the participants´ sleep using air pressure and ultrasonic sensor systems which were developed by our laboratory. As a result of applying this method to twenty-three women in a nursing home, we could confirm the high correlation between the degree of dementia and the truth value, the score of Revised Hasegawa´s dementia scale.
Keywords
biology computing; fuzzy systems; medical information systems; medical signal processing; patient care; sleep; air pressure; biological information; cognitive impairment; dementia severity; fuzzy estimation system; sleep; ultrasonic sensor systems; Aging; Dementia; Fuzzy logic; Fuzzy systems; Laboratories; Monitoring; Senior citizens; Sensor systems; Sleep; Testing; HDS-R; dementia; elderly person; fuzzy logic; sleep;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems, 2009. FUZZ-IEEE 2009. IEEE International Conference on
Conference_Location
Jeju Island
ISSN
1098-7584
Print_ISBN
978-1-4244-3596-8
Electronic_ISBN
1098-7584
Type
conf
DOI
10.1109/FUZZY.2009.5276882
Filename
5276882
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