Title :
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
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;
Conference_Titel :
Electronics and Optoelectronics (ICEOE), 2011 International Conference on
Conference_Location :
Dalian
Print_ISBN :
978-1-61284-275-2
DOI :
10.1109/ICEOE.2011.6013488
