Analysis of Pulse Diagnosis Data from a TCM Doctor and a Device by Random Forest

研究成果: Conference contribution

1 被引用数 (Scopus)

抄録

Pulse diagnosis is a typical diagnosis of Traditional Chinese Medicine (TCM). However, it is not clear if there is any relationship between the result of pulse diagnosis and other health related data. In this study, we investigate this and analyze pulse diagnosis data from a TCM doctor and a pulse diagnostic instrument (PDI) by Random Forest. Subjects’ vital signs and pulse diagnosis data from a TCM doctor are used as training data. We classify vital signs which have the PDI’s diagnoses labels. As a result, classification accuracies were over 60% in all cases. Our experiment results imply that better pulse diagnosis may be made with assistance of personal health data analysis.

本文言語English
ホスト出版物のタイトルNew Frontiers in Artificial Intelligence - JSAI-isAI 2018 Workshops, JURISIN, AI-Biz, SKL, LENLS, IDAA, Revised Selected Papers
編集者Kazuhiro Kojima, Maki Sakamoto, Koji Mineshima, Ken Satoh
出版社Springer
ページ74-80
ページ数7
ISBN(印刷版)9783030316044
DOI
出版ステータスPublished - 2019
イベント10th International Symposium of Artificial Intelligence supported by the Japanese Society for Artificial Intelligence, JSAI-isAI 2018 - Yokohama, Japan
継続期間: 2018 11 122018 11 14

出版物シリーズ

名前Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
11717 LNAI
ISSN(印刷版)0302-9743
ISSN(電子版)1611-3349

Conference

Conference10th International Symposium of Artificial Intelligence supported by the Japanese Society for Artificial Intelligence, JSAI-isAI 2018
CountryJapan
CityYokohama
Period18/11/1218/11/14

ASJC Scopus subject areas

  • Theoretical Computer Science
  • Computer Science(all)

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