Title :
A general framework for medical data mining
Author :
Zhao, Jitao ; Wang, Ting
Author_Institution :
Dept. of Educ. & Inf. Technol., Xuchang Univ., Xuchang, China
Abstract :
The use of data mining technology is becoming increasingly important in medical domain to support decision-making. In this paper, we analysis the characteristics of medical data, and propose a general framework for medical data mining, which consists of medical data selection, medical data preprocessing, medical data mining and knowledge evaluation. The framework could provide the methodical steps for scholars who are interested in the related researches of data mining and medical domain.
Keywords :
data mining; decision support systems; medical computing; decision making support; knowledge evaluation; medical data mining; medical data selection; Libraries; Privacy; Data mining; Framework; Hospital information technology; Medical data;
Conference_Titel :
Future Information Technology and Management Engineering (FITME), 2010 International Conference on
Conference_Location :
Changzhou
Print_ISBN :
978-1-4244-9087-5
DOI :
10.1109/FITME.2010.5654718