DocumentCode
3076869
Title
A Knowledge Framework to Search Similar Disease Patterns using Data Mining
Author
Byju, N.B. ; Alexander, G. ; Devanand, P. ; Kumar, R. Raja
Author_Institution
Med. Inf., Centre for Dev. of Adv. Comput. (C-DAC), Thiruvananthapuram
fYear
2009
fDate
6-7 March 2009
Firstpage
1506
Lastpage
1509
Abstract
A Knowledge Framework to Search Similar Disease Patterns using Data Mining is presented in this paper. The framework termed as Doctor´s Desk is a customizable, general clinical diagnosis data capturing system in a parameterized format with support for preparing the data in a suitable format for data mining purposes. Here, two classification methods are investigated and analyzed for patient classification and similar disease patterns search based on clinical diagnosis data captured through the Doctor´s Desk system.
Keywords
data mining; diseases; medical administrative data processing; Doctor´s Desk system; clinical diagnosis data capturing system; data mining; knowledge framework; patient classification; similar disease patterns search; Clinical diagnosis; Data mining; Data preprocessing; Databases; Diseases; Hospitals; Java; Logic; Management information systems; User interfaces;
fLanguage
English
Publisher
ieee
Conference_Titel
Advance Computing Conference, 2009. IACC 2009. IEEE International
Conference_Location
Patiala
Print_ISBN
978-1-4244-2927-1
Electronic_ISBN
978-1-4244-2928-8
Type
conf
DOI
10.1109/IADCC.2009.4809241
Filename
4809241
Link To Document