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An adaptive semantic based mediation system for data interoperability among health information systems

journal contribution
posted on 2023-05-20, 22:22 authored by Khan, WA, Khattak, AM, Hussain, M, Muhammad Bilal AminMuhammad Bilal Amin, Afzal, M, Nugent, C, Lee, S
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.

History

Publication title

Journal of Medical Systems

Volume

38

Issue

8

Article number

28

Number

28

Pagination

1-18

ISSN

0148-5598

Department/School

School of Information and Communication Technology

Publisher

Kluwer Academic/Plenum Publ

Place of publication

233 Spring St, New York, USA, Ny, 10013

Rights statement

Copyright 2014 Springer Science+Business Media New York

Repository Status

  • Restricted

Socio-economic Objectives

Application software packages; Applied computing

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    University Of Tasmania

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