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Medication Rules of Traditional Chinese Medicine in Consolidation Period of Breast Cancer Based on Association Rules Mining

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成果类型:
会议论文
作者:
Zhou, Liang*;Liang, Lixin;Zeng, Zhijun;Gong, Houwu
通讯作者:
Zhou, Liang
作者机构:
[Zhou, Liang] Hunan Univ Chinese Med, Hosp 1, Dept Breast Surg, Changsha, Peoples R China.
[Liang, Lixin] Hunan Univ Chinese Med, Hosp 1, Dept Hlth Management, Changsha, Peoples R China.
[Zeng, Zhijun] Cent South Univ, Xiangya Hosp, Dept Gerat Surg, Changsha, Peoples R China.
[Gong, Houwu] DHC SOFTWARE CO LTD, DHC Mediway Technol Co Ltd, Beijing, Peoples R China.
通讯机构:
[Zhou, Liang] H
Hunan Univ Chinese Med, Hosp 1, Dept Breast Surg, Changsha, Peoples R China.
语种:
英文
关键词:
Chinese Medicine;Breast Cancer;Electronic Medical Data;Association Rule
期刊:
2019 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE (BIBM)
ISSN:
2156-1125
年:
2019
页码:
2450-2454
会议名称:
IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
会议论文集名称:
IEEE International Conference on Bioinformatics and Biomedicine-BIBM
会议时间:
NOV 18-21, 2019
会议地点:
San Diego, CA
会议主办单位:
[Zhou, Liang] Hunan Univ Chinese Med, Hosp 1, Dept Breast Surg, Changsha, Peoples R China.^[Liang, Lixin] Hunan Univ Chinese Med, Hosp 1, Dept Hlth Management, Changsha, Peoples R China.^[Zeng, Zhijun] Cent South Univ, Xiangya Hosp, Dept Gerat Surg, Changsha, Peoples R China.^[Gong, Houwu] DHC SOFTWARE CO LTD, DHC Mediway Technol Co Ltd, Beijing, Peoples R China.
会议赞助商:
IEEE, NSF
主编:
Yoo, IH Bi, JB Hu, X
出版地:
345 E 47TH ST, NEW YORK, NY 10017 USA
出版者:
IEEE
ISBN:
978-1-7281-1867-3
基金类别:
Clinical Medical Technology Innovation Project in Hunan: Research and Design about Clinical Pathway System of TCM Treatment of Breast Cancer Based on Data Mining [2017SK5030]
机构署名:
本校为第一且通讯机构
院系归属:
第一中医临床学院
摘要:
Objective: To explore the association rules between medicines, core combinations and new prescriptions, and to analyze the medication rules of traditional Chinese medicine(TCM) in consolidation period of breast cancer based on data mining of medical records of TCM treatment in consolidation period of breast cancer in outpatient clinic of Hunan University of TCM in recent 10 years. Method: Use Python 3.7 software to select association rule algorithm with the minimum support degree greater than 60% and the minimum confidence greater than 0.9 to conduct data mining of the collected medical record...

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