A Medical Diagnosis Decision Support System Based on Bayesian Theorem and Web Services

被引:0
|
作者
Chang, Chung C. [1 ]
Lu, Hsueh-Ming [1 ]
机构
[1] Chinese Culture Univ, Dept Informat Management, Taipei 111, Taiwan
关键词
web services; SOA; Bayesian theorem; medical decision support systems; service-oriented architecture;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
This study employs the framework of web services in conjunction with Bayesian theorem to construct a web-services-based medical decision support system tor diagnosis. The purpose is to help users (physicians) with issues pertinent to medical diagnosis decisions. Users through the system key ill available prior probability and through computation based on Bayesian theorem obtain more accurate diagnosis. The process helps users enhance the quality and efficiency of medical decisions. On the other hand, features of web services enable this medical decision support system to offer more service platforms than conventional one. Users will have access to the system whether they use Windows, Macintosh, Linux or any other platforms that connect with the Internet via HTTP. More important is the fact that after the system is completed, all Internet service providers will be able to access the system as a software element freely and quickly. This way, the goal of this study - to provide a medical decision support tool and speedily integrate heterogeneous medical decision support systems can be effectively attained.
引用
收藏
页码:775 / 785
页数:11
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