A cloud decision support system for the risk assessment of coronary heart disease

Author

Jian, Sheng Jen ; Chiu, Ruey Kei ; Wang, Shin-An

Author_Institution

Dept. of Inf. Manage., Fu Jen Catholic Univ., Taipei, Taiwan

Volume

4

fYear

2012

fDate

15-17 July 2012

Firstpage

1435

Lastpage

1440

Abstract

The objective of this paper aims at the development of a decision support system for the risk assessment of coronary heart disease by leveraging the techniques of fuzzy expert system. The ANOVA analysis of statistical method and the multilayer perceptron of neural networks are taken respectively to identify the significantly impact factors for the risk assessment. The impact factors are then applied for developing the fuzzy expert system of risk assessment. Furthermore, the system is deployed to the cloud for the experiment and simulation to be used by the publics. The result of cloud deployment is also evaluated in terms of advantages, and disadvantages, and limitations for system tune-up and further development.

Keywords

cardiology; cloud computing; decision support systems; diseases; expert systems; medical computing; multilayer perceptrons; risk management; statistical analysis; ANOVA; cloud decision support system; coronary heart disease; fuzzy expert system; impact factors; multilayer perceptron; neural networks; risk assessment; Abstracts; Databases; Diseases; Heart; Mercury (metals); Sugar; Cloud Computing; Coronary Heart Disease Detection; Fuzzy Expert System; Fuzzy Logic; Risk Assessment;

fLanguage

English

Publisher

ieee

Conference_Titel

Machine Learning and Cybernetics (ICMLC), 2012 International Conference on

Conference_Location

Xian

ISSN

2160-133X

Print_ISBN

978-1-4673-1484-8

Type

conf

DOI

10.1109/ICMLC.2012.6359576

Filename

6359576