A Belief Rule Based Clinical Decision Support System Framework

被引：0
|
作者：
Rahaman, Saifur [1 ,2 ]
Islam, Md Monirul [2 ]
Hossain, Md Shahadat [1 ]
机构：
[1] Univ Chittagong, Comp Sci & Engn, Chittagong, Bangladesh
[2] Int Islamic Univ Chittagong, Comp Sci & Engn, Chittagong, Bangladesh
来源：
2014 17TH INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION TECHNOLOGY (ICCIT) | 2014年
关键词：
Belief rule base (BRB); decision-making; Architecture; Decision support System; METHODOLOGY; DIAGNOSIS; INFERENCE;
D O I：
暂无
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
taking into account, the need for handling clinical information under uncertainty from clinical domain knowledge and clinical data in clinical decision making, we proposed a new Belief Rule Based (BRB) Architectural Framework to design a clinical decision support system (CDSS). It can handle uncertain information to support the clinical decision making process. This paper describes how to design a clinical knowledge base and inference process of a CDSS by using belief rule-based system with an evidential reasoning approach. A case study demonstrates to employ this BRB Architectural Framework in developing CDSS is a reliable novel approach.
引用
收藏
页码：165 / 169
页数：5
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