Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《China Medical Equipment》 2015-01
Add to Favorite Get Latest Update

Study on prediction of high risk group of Type 2 diabetes based on Apriori algorithm

WEI Zhe;YU Qi-da;XIN Mai;Lanzhou General Hospital PLA Lanzhou Military Command;  
Objective: To discover and prevent diabetes early in high-risk group. Methods: Chose 323 records of type 2 diabetes or IFG,IGT patients with first course which come from a large hospital in Lanzhou between 2009 January to 2014 March; Use Apriori algorithm and the SPSS Clementine 12 software design; Set up prediction model of type 2 diabetes. Results: A total of 10 strong association rules are formed. The strong association rules contain some associations between factors and type 2 diabetes. Conclusion: Through the association rules, the initial judgment on the high-risk group of diabetes is simple and accurate.
【CateGory Index】: R587.1
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【Co-citations】
Chinese Journal Full-text Database 2 Hits
1 CHENG Yuan,ZENG Zhao - fang (Key Laboratory of Laboratory Medical Diagnostics,Ministry of Education,Chongqing Medical University,Chongqing 400016,China);Application of Apriori Algorithm for Type 2 diabetes and its complications[J];Laser Journal;2011-01
2 Cai Li;Institute of Medical Information Engineering, Anhui University of Traditional Chinese Medicine;;Data mining research based on type П diabetes from contemporary old TCM typical medical case[J];Journal of Jiamusi Education Institute;2013-11
【Secondary Citations】
Chinese Journal Full-text Database 5 Hits
1 LI Guojie (Guangdong Industry Technical College, Guangzhou 510300, China);Survey of Data Mining[J];Journal of Guangdong Industry Technical College;2006-01
2 ZHU Jinwei,JU Shiguang,XIN Yan(Computer School,Jiangsu University,Zhenjiang 212013);Data Mining Based Approach to Preprocessing TCM Data Set[J];Computer Engineering;2006-15
3 Xie Ming (谢 鸣)(Beijing University of Traditional Chinese Medicine, Beijing 100029);Approach to the Technique of Set Formaulae Choosing and TCM Prescription Composing[J];JOURNAL OF BEIJING UNIVERSITY OF TRADITIONAL CHINESE MEDICINE;1999-04
4 Shi Li,Liu Jianxiong,Li Jun.Department of Cardiology,Zhuhai People's Hospital,Zhuhai 519000,China;Influence of ischemic preconditioning on QT dispersion in acute myocardial infarction:An experiment with animals[J];Chinese Journal of Practical Internal Medicine;2004-05
5 Zhou Li,Wu Qingchang.Dongguan People's Hospital,Dongguan 523018,China;Relationship between heart rate variability and QT dispersion in patients with type 2 diabetes mellitus complicated with coronary heart disease[J];Chinese Journal of Practical Internal Medicine;2005-02
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved