Research of electronic medical record data mining method based on variable precision rough set

Author

Zhao, Chen-Guang ; Ge, Wen

Author_Institution

Dept. of Electron. Inf. Eng., Shenyang Aerosp. Univ., Shenyang, China

Volume

4

fYear

2011

fDate

29-31 July 2011

Abstract

With the appearance of electronic medical records(E_MRs), it is possible to acquire and retrieve the medical and diag_nosis information. A variable precision rough set(VPRS)-based approach for electronic medical record data mining is proposed in this paper, the method overcomes the limitation of rough sets, inducting error accuracy to the model, improving fault tolerance. Finally the data mining experiment of electronic medical record is designed, the result shows that it is better to assist doctor to clinical diagnosis and treatment.

Keywords

data mining; fault tolerance; information retrieval; medical information systems; rough set theory; clinical diagnosis; clinical treatment; diagnosis information retrieval; electronic medical record data mining method; fault tolerance; medical information retrieval; variable precision rough set; Adaptation models; Atmospheric measurements; Computational modeling; Computers; Medical diagnostic imaging; Particle measurements; data mining; diagnosis; electronic medical records (EMRs); error accuracy; variable precision rough sets;

fLanguage

English

Publisher

ieee

Conference_Titel

Electronics and Optoelectronics (ICEOE), 2011 International Conference on

Conference_Location

Dalian

Print_ISBN

978-1-61284-275-2

Type

conf

DOI

10.1109/ICEOE.2011.6013488

Filename

6013488