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
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;
Conference_Titel :
Biomedical Engineering and Informatics (BMEI), 2012 5th International Conference on
Conference_Location :
Chongqing
Print_ISBN :
978-1-4673-1183-0
DOI :
10.1109/BMEI.2012.6513076