Development of a Service-Oriented Sharable Clinical Decision Support System Based on Ontology for Chronic Disease
Clinical decision support systems(CDSSs)have been proved as an efficient way to improve health care quality.However,the inflexibility in integrating multiple clinical practice guidelines(multi-CPGs),the mass input workload of patient data,and the difficulty in system sharing become barriers of CDSSs implementation.In this paper,we proposed a framework of CDSS for chronic disease based on ontology and service-oriented architecture(SOA)to improve these defects.We used ontology for knowledge base construction on multi-CPGs integration to overcome their differences as well as reduce the input procedure of patient data by ontology reasoning.Furthermore,we built the CDSS on an SOA structure to provide flexibility in system and data sharing,such that patients could get suggestions from the same system for self-management of chronic disease.A typical case was used to validate the CDSS functions and accuracy.Two clients were developed to illustrate the SOA superiority.
Clinical Decision Support Systems Biological Ontologies
Yong Shang Yu Wang Ling Gou Chengkai Wu Tianshu Zhou Jing-song Li
Engineering Research Center of EMR and Intelligent Expert System,Ministry of Education,Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases,College of Biomedical Engineering and Instrument Science,Zhejiang University,Hangzhou Zhejiang Province,China
国际会议
第十六届世界医药健康信息学大会((MEDINFO2017)、第二届世界医药健康信息学华语论坛(WCHIS 2017)、第15届全国医药信息学大会(CMIA 2017)
苏州
英文
1153-1157
2017-08-21（万方平台首次上网日期，不代表论文的发表时间）