DocumentCode
2135587
Title
Drug use model investigation based on BP neural network and decision tree
Author
Xudong Wu ; Bingxiang Liu
Author_Institution
Jiangxi Inst. of Ceramics & Arts, Jingdezhen, China
fYear
2012
fDate
16-18 Oct. 2012
Firstpage
963
Lastpage
965
Abstract
This paper takes one thousand records of some medical information system for example, makes data mining according to patients´ data record about drug selection, uses BP neural network and decision tree method respectively to have model building and finds the best medicine fits for this kind of disease. The results of the experiment validate the method´s feasibility and validity and provide reference frame to assist doctor to use medicine.
Keywords
backpropagation; data mining; decision trees; drugs; inference mechanisms; medical computing; neural nets; BP neural network; backpropagation neural network; data mining; decision tree method; drug use model; medical information system; medicine; patient data record; BP neural network; decision tree; medicine;
fLanguage
English
Publisher
ieee
Conference_Titel
Biomedical Engineering and Informatics (BMEI), 2012 5th International Conference on
Conference_Location
Chongqing
Print_ISBN
978-1-4673-1183-0
Type
conf
DOI
10.1109/BMEI.2012.6513076
Filename
6513076
Link To Document