Application of Decision Tree as a Data Mining Tool in a health care

Authors

  • ZAKI S TOWFIK University of AI-Mustansiriya
  • Sabiha Fathil Jawad University of AI-Mustansiriya

DOI:

https://doi.org/10.31642/JoKMC/2018/010513

Keywords:

Decision Tree Modeling, Healthcare Data Mining Applications,

Abstract

    This work demonstrates the application of decision tree, as data mining tool, in the health care system. Data mining has the capability for classification, prediction, estimation, and pattern recognition by using health databases. Databases of  health systems contain significant information for decision making. It could be properly revealed with the application of appropriate data mining techniques. Decision trees are employed for identifying valuable information in health  databases.  In this paper  Decision tree as a data mining tools is used for predication the spread types of disease of hepatitis virus in reigns  that high affect to people with different temperature and prevention of this disease by using rules that needed to predicate the diseases .

Downloads

Download data is not yet available.

References

. Milley, A. , " Healthcare and data

mining ". Health Management

Technology, 21(8), 44-

,2000 .

. Brewin, B. . "New health data net

may help in fight against SARS".

Computerworld, 37(17), 1, 59 , 2003 . DOI: https://doi.org/10.3987/2003-59-0017

. Rafalski, E. , " " Using data

mining and data repository methods to

identify marketing opportunities in

healthcare. Journal of Consumer

Marketing, 19(7), 607-613, 2002 . DOI: https://doi.org/10.1108/07363760210451429

Downloads

Published

2012-05-30

How to Cite

TOWFIK, Z. S., & Jawad, S. F. (2012). Application of Decision Tree as a Data Mining Tool in a health care. Journal of Kufa for Mathematics and Computer, 1(5), 102–109. https://doi.org/10.31642/JoKMC/2018/010513

Similar Articles

1 2 3 4 5 6 7 > >> 

You may also start an advanced similarity search for this article.