Application and Research on Data Mining Technology in the Hospital Information System

DOI

10.2991/iccsee.2013.63How to use a DOI?

Keywords

Hospital information system(HIS), data mining, model, process

Abstract

Most of the current medical database in hospital information system is poorly applied, the low level data integration and superficial analysis can not satisfy the automatic access to medical knowledge, not to mention the requirement of hospital management. This paper introduces the key technologies in medical data mining such as data pretreatment, anonymization, identity transformation, etc. It elaborates the basic process of data mining in hospital information system, including data extraction and pretreatment, mining algorithm execute, model discovering, knowledge expression and evaluation. It also concretely discusses the application of data mining technology in hospital information system in two major aspects: modal construction and implementation process.

Copyright

© 2013, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Hui Yang
AU  - Mei Wang
AU  - Xiangfeng Xue
AU  - Peibin Chen
AU  - Yan Dong
PY  - 2013/03
DA  - 2013/03
TI  - Application and Research on Data Mining Technology in the Hospital Information System
BT  - Proceedings of the 2nd International Conference on Computer Science and Electronics Engineering (ICCSEE 2013)
PB  - Atlantis Press
SP  - 243
EP  - 246
SN  - 1951-6851
UR  - https://doi.org/10.2991/iccsee.2013.63
DO  - 10.2991/iccsee.2013.63
ID  - Yang2013/03
ER  -