Study on estimation of MMSE score by using the latency of P300 and alpha wave

Koki Miwa, Tomohiro Yoshikawa, Takashi Furuhashi, Minoru Hoshiyama, Taeko Makino, Madoka Yanagawa, Yusuke Suzuki, Hiroyuki Umegaki, Masafumi Kuzuya

研究成果: Conference contribution

2 被引用数 (Scopus)

抄録

The number of elderly people with dementia increases year by year, and about 20% of people in Japan over 65 years old are estimated to be dementia patients in 2030. Because dementia is difficult to be treated after the symptoms advance, early detection of dementia is important. The peak latency of P300 is one of the EEG (Electroencephalogram) features. It has been reported that the peak latency of P300 is dependent on MMSE (Mini-Mental State Examination) score. If MMSE score can be estimated by measuring the latency of P300, it is expected to be used for the early detection of dementia. However, no regression equation between MMSE score and the latency of P300 had been identified yet. The authors measured the peak latency of P300 of dementia patients who were attending the Geriatrics of Nagoya University hospital and identified a multiple regression equation with MMSE score as the objective variable, and the latency of P300, age, years of education, alpha wave power as the explanatory variables. The 95% confidence interval of estimated MMSE score was ±3.09.

本文言語English
ホスト出版物のタイトルProceedings - 2018 Joint 10th International Conference on Soft Computing and Intelligent Systems and 19th International Symposium on Advanced Intelligent Systems, SCIS-ISIS 2018
出版社Institute of Electrical and Electronics Engineers Inc.
ページ195-199
ページ数5
ISBN(電子版)9781538626337
DOI
出版ステータスPublished - 2018 7月 2
外部発表はい
イベントJoint 10th International Conference on Soft Computing and Intelligent Systems and 19th International Symposium on Advanced Intelligent Systems, SCIS-ISIS 2018 - Toyama, Japan
継続期間: 2018 12月 52018 12月 8

出版物シリーズ

名前Proceedings - 2018 Joint 10th International Conference on Soft Computing and Intelligent Systems and 19th International Symposium on Advanced Intelligent Systems, SCIS-ISIS 2018

Conference

ConferenceJoint 10th International Conference on Soft Computing and Intelligent Systems and 19th International Symposium on Advanced Intelligent Systems, SCIS-ISIS 2018
国/地域Japan
CityToyama
Period18/12/518/12/8

ASJC Scopus subject areas

  • 人間とコンピュータの相互作用
  • 論理
  • 人工知能
  • 計算理論と計算数学
  • コンピュータ サイエンスの応用
  • 理論的コンピュータサイエンス

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