@inproceedings{54d08521ae4a4420b3da14fd0f7d3962,
title = "Analysis of Pulse Diagnosis Data from a TCM Doctor and a Device by Random Forest",
abstract = "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{\textquoteright} vital signs and pulse diagnosis data from a TCM doctor are used as training data. We classify vital signs which have the PDI{\textquoteright}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.",
keywords = "Health data analysis, Pulse diagnosis, Random Forest",
author = "Kiichi Tago and Atsushi Ogihara and Shoji Nishimura and Qun Jin",
year = "2019",
doi = "10.1007/978-3-030-31605-1_6",
language = "English",
isbn = "9783030316044",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
publisher = "Springer",
pages = "74--80",
editor = "Kazuhiro Kojima and Maki Sakamoto and Koji Mineshima and Ken Satoh",
booktitle = "New Frontiers in Artificial Intelligence - JSAI-isAI 2018 Workshops, JURISIN, AI-Biz, SKL, LENLS, IDAA, Revised Selected Papers",
note = "10th International Symposium of Artificial Intelligence supported by the Japanese Society for Artificial Intelligence, JSAI-isAI 2018 ; Conference date: 12-11-2018 Through 14-11-2018",
}