An Adaptive Semantic based Mediation System for Data Interoperability among Health Information Systems

被引:35
|
作者
Khan, Wajahat Ali [1 ]
Khattak, Asad Masood [1 ]
Hussain, Maqbool [1 ]
Amin, Muhammad Bilal [1 ]
Afzal, Muhammad [1 ]
Nugent, Christopher [2 ,3 ]
Lee, Sungyoung [1 ]
机构
[1] Kyung Hee Univ, Dept Comp Engn, Yongin 446701, Gyeonggi Do, South Korea
[2] Univ Ulster, Comp Sci Res Inst, Newtownabbey BT37 0QB, Antrim, North Ireland
[3] Univ Ulster, Sch Comp & Math, Newtownabbey BT37 0QB, Antrim, North Ireland
关键词
Health information system; Semantics; Standards; HL7; Ontology; Interoperability; ONTOLOGY;
D O I
10.1007/s10916-014-0028-y
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Heterogeneity in the management of the complex medical data, obstructs the attainment of data level interoperability among Health Information Systems (HIS). This diversity is dependent on the compliance of HISs with different healthcare standards. Its solution demands a mediation system for the accurate interpretation of data in different heterogeneous formats for achieving data interoperability. We propose an adaptive AdapteR Interoperability ENgine mediation system called ARIEN, that arbitrates between HISs compliant to different healthcare standards for accurate and seamless information exchange to achieve data interoperability. ARIEN stores the semantic mapping information between different standards in the Mediation Bridge Ontology (MBO) using ontology matching techniques. These mappings are provided by our System for Parallel Heterogeneity (SPHeRe) matching system and Personalized-Detailed Clinical Model (P-DCM) approach to guarantee accuracy of mappings. The realization of the effectiveness of the mappings stored in the MBO is evaluation of the accuracy in transformation process among different standard formats. We evaluated our proposed system with the transformation process of medical records between Clinical Document Architecture (CDA) and Virtual Medical Record (vMR) standards. The transformation process achieved over 90 % of accuracy level in conversion process between CDA and vMR standards using pattern oriented approach from the MBO. The proposed mediation system improves the overall communication process between HISs. It provides an accurate and seamless medical information exchange to ensure data interoperability and timely healthcare services to patients.
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页数:18
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