Application of Decision Tree as a Data Mining Tool in a health care
DOI:
https://doi.org/10.31642/JoKMC/2018/010513Keywords:
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
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
How to Cite
Issue
Section
License
Copyright (c) 2014 ZAKI S TOWFIK, Sabiha Fathil Jawad
This work is licensed under a Creative Commons Attribution 4.0 International License.
which allows users to copy, create extracts, abstracts, and new works from the Article, alter and revise the Article, and make commercial use of the Article (including reuse and/or resale of the Article by commercial entities), provided the user gives appropriate credit (with a link to the formal publication through the relevant DOI), provides a link to the license, indicates if changes were made and the licensor is not represented as endorsing the use made of the work.