Semantic warehousing of diverse biomedical information

Stefano Bianchi, Anna Burla, Costanza Conti, Ariel Farkash, Carmel Kent, Yonatan Maman, Amnon Shabo

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Abstract

    One of the main challenges of data warehousing within biomedical information infrastructures is to enable semantic interoperability between its various stakeholders as well as other interested parties. Promoting the adoption of worldwide accepted information standards along with common controlled terminologies is the right path to achieve that. The HL7 v3 Reference Information Model (RIM) is used to derive consistent health information standards such as laboratory, clinical health record data, problem- and goal-oriented care, public health and clinical research. In this paper we describe a RIM-based warehouse which provides (1) the means for data integration gathered from disparate and diverse data sources, (2) a mixture of XML and relational schemas and (3) a uniform abstract access and query capabilities serving both healthcare and clinical research users. Through the use of constrained standards (templates),we facilitate semantic interoperability which would be harder to achieve if we only used generic standards in use cases with unique requirements. Such semantic warehousing also lays the groundwork for harmonized representations of data, information and knowledge, and thus enables a single infrastructure to serve analysis tools, decision support applications, clinical data exchange, and point-of-care applications. In addition, we describe the implementation of that semantic warehousing within Hypergenes, a European Commission funded project focused on Essential Hypertension, to illustrate the unique concepts and capabilities of our warehouse.

    Original languageEnglish
    Title of host publicationNext Generation Information Technologies and Systems - 7th International Conference, NGITS 2009, Revised Selected Papers
    Pages73-85
    Number of pages13
    DOIs
    StatePublished - 2009
    Event7th International Conference on Next Generation Information Technologies and Systems, NGITS 2009 - Haifa, Israel
    Duration: 16 Jun 200918 Jun 2009

    Publication series

    NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
    Volume5831 LNCS
    ISSN (Print)0302-9743
    ISSN (Electronic)1611-3349

    Conference

    Conference7th International Conference on Next Generation Information Technologies and Systems, NGITS 2009
    Country/TerritoryIsrael
    CityHaifa
    Period16/06/0918/06/09

    Keywords

    • Biomedical
    • CDA
    • Data Warehouse
    • EAV
    • HL7v3
    • Query
    • RIM
    • Repository
    • XML

    ASJC Scopus subject areas

    • Theoretical Computer Science
    • General Computer Science

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