DocumentCode
3758964
Title
Study on the Feasibility of Using a Chinese Character Writing Scale to Distinguish Amnestic-MCI
Author
Xiaodan Yang;Weidong Xu;Yong Yang;Jiong Zhou
Author_Institution
Sch. of Automatization, Hang Zhou Dian Zi Univ., Hangzhou, China
fYear
2015
Firstpage
256
Lastpage
259
Abstract
The purpose of this paper was to utilize the Chinese Character Writing Scale (CCWS) to identify patients with amnestic mild cognitive impairment (a-MCI) from healthy and Alzheimer´s disease (AD) patients. Thirty-five cases were collected, including 11 patients with AD (AD group), 11 patients with a-MCI (a-MCI group), and 13 normal controls (NC group). The scores of the CCWS for different groups were evaluated by the physicians, then used to distinguish a-MCI from NC and AD. The ability of the CCWS to distinguish a-MCI was compared with other scales used clinically, such as the methods of the Alzheimer´s Disease Assessment Scale (ADAS) and the Mini-Mental State Examination (MMSE). The results was as follows: (1) the classification accuracy based on the CCWS on distinguishing a-MCI from NC is greater than the MMSE and ADAS, (2) age and level of education had little effect on the classification accuracy of either scale on distinguishing a-MCI from NC. These experimental results indicate that using the CCWS to distinguish a-MCI is feasible.
Keywords
"Education","Writing","Dementia","Machine learning","Sensitivity"
Publisher
ieee
Conference_Titel
Information Technology in Medicine and Education (ITME), 2015 7th International Conference on
Type
conf
DOI
10.1109/ITME.2015.44
Filename
7429141
Link To Document