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
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;
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
DOI :
10.1109/IADCC.2009.4809241
