• 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