Toward the evaluation of handwashing skills based on image processing

Kazushi Yamamoto, Kazuya Miyanaga, Haruka Miyahara, Miho Yoshii, Fumiya Kinoshita, Hideaki Touyama

研究成果: 書籍の章/レポート/会議録会議への寄与査読

4 被引用数 (Scopus)

抄録

Various infectious diseases have been known today. In hospitals, according to international guidelines, the hand hygiene is educated and practiced through handwashing for the purpose of preventing infectious diseases. Actually, several studies have been conducted to evaluate the skills of handwashing. However, in the previous works, the quantitative and objective evaluations have not been performed. In this paper, we propose a new method to evaluate the skill of handwashing. The method is based on the image processing, and the evaluation is realized in a quantitative and qualitative manner. Eighty-four students in department of nursing participated in our experiment, and our proposed method was validated. As the result, the area of pseudo-dirty spots on hand after washing could be extracted quantitatively and objectively. Our method will be applicable to education of nursing toward the prevention of infection spread.

本文言語英語
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855-858
ページ数4
ISBN(電子版)9781538626337
DOI
出版ステータス出版済み - 2018/07/02
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, 日本
継続期間: 2018/12/052018/12/08

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

学会

学会Joint 10th International Conference on Soft Computing and Intelligent Systems and 19th International Symposium on Advanced Intelligent Systems, SCIS-ISIS 2018
国/地域日本
CityToyama
Period2018/12/052018/12/08

ASJC Scopus 主題領域

  • 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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