A Belief Rule Based clinical decision support system framework
Computer and Information Technology（2014）
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.
更多查看译文
关键词
decision support systems,inference mechanisms,medical expert systems,medical information systems,brb architectural framework,cdss,belief rule based clinical decision support system framework,belief rule-based system,clinical data,clinical decision making,clinical decision making process,clinical domain knowledge base design,evidential reasoning approach,inference process,uncertain clinical information handling,architecture,belief rule base (brb),decision support system,decision-making,information technology,uncertainty,computer architecture,expert systems
AI 理解论文
溯源树
样例
生成溯源树，研究论文发展脉络
Chat Paper
正在生成论文摘要