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dc.contributor.authorHadzic, Maja
dc.contributor.authorHadzic, Fedja
dc.contributor.authorDillon, Tharam S.
dc.contributor.editorAzevedo, L.
dc.contributor.editorLandral, A.
dc.date.accessioned2017-01-30T10:47:36Z
dc.date.available2017-01-30T10:47:36Z
dc.date.created2008-11-12T23:36:16Z
dc.date.issued2008
dc.identifier.citationHadzic, Maja and Hadzic, Fedja and Dillon, Tharam. 2008. : Mining of health information from ontologies, in Azevedo, Luis and Landral, Ana Rita (ed), International Conference on Health Informatics, 1st, Jan 28 2008, pp. 155-160. Funchal, Portugal: Instinct Press.
dc.identifier.urihttp://hdl.handle.net/20.500.11937/5642
dc.description.abstract

Data mining techniques can be used to efficiently analyze semi-structured data. Semi-structured data are predominantly used within the health domain as they enable meaningful representations of the health information. Tree mining algorithms can efficiently extract frequent substructures from semi-structured knowledge representations. In this paper, we demonstrate application of the tree mining algorithms on the health information. We illustrate this on an example of Human Disease Ontology (HDO) which represents information about diseases in 4 ?dimensions?: (1) disease types, (2) phenotype (observable characteristics of an organism) or symptoms (3) causes related to the disease, namely genetic causes, environmental causes or micro-organisms, and (4) treatments available for the disease. The extracted data patterns can provide useful information to help in disease prevention, and assist in delivery of effective and efficient health services

dc.publisherInstinct Press
dc.subjectOntology mining
dc.subjectHealth information system
dc.subjectData mining
dc.subjectTree mining
dc.subjectOntology
dc.subjectHuman disease ontology
dc.subjectHuman disease study
dc.titleMining of health information from ontologies
dc.typeConference Paper
dcterms.source.startPage155
dcterms.source.endPage160
dcterms.source.titleProceedings of the international conference on health informatics
dcterms.source.seriesProceedings of the international conference on health informatics
dcterms.source.conferenceInternational Conference on Health Informatics, 1st
dcterms.source.conference-start-dateJan 28 2008
dcterms.source.conferencelocationFunchal, Portugal
dcterms.source.placePortugal
curtin.departmentCentre for Extended Enterprises and Business Intelligence
curtin.identifierEPR-2864
curtin.accessStatusOpen access


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