Development of a knowledge-based medical expert system to infer supportive treatment suggestions for pediatric patients

dc.contributor.authorErtugrul, Duygu Celik
dc.contributor.authorUlusoy, Ali Hakan
dc.date.accessioned2026-02-06T18:21:38Z
dc.date.issued2019
dc.departmentDoğu Akdeniz Üniversitesi
dc.description.abstractThis paper discusses the design, implementation, and potential use of an ontology-based mobile pediatric consultation and monitoring system, which is a smart healthcare expert system for pediatric patients. The proposed system provides remote consultation and monitoring of pediatric patients during their illness at places distant from medical service areas. The system not only shares instant medical data with a pediatrician but also examines the data as a smart medical assistant to detect any emergency situation. In addition, it uses an inference engine to infer instant suggestions for performing certain initial medical treatment steps when necessary. The applied methodologies and main technical contributions have three aspects: (a) pediatric consultation and monitoring ontology, (b) semantic Web rule knowledge base, and (c) inference engine. Two case studies with real pediatric patients are provided and discussed. The reported results of the applied case studies are promising, and they demonstrate the applicability, effectiveness, and efficiency of the proposed approach.
dc.description.sponsorshipNational Science Foundation; Scientific and Technological Research Council of Turkey (TUBITAK) [3140417]
dc.description.sponsorshipThis work was supported by the National Science Foundation, The Scientific and Technological Research Council of Turkey (TUBITAK) under 1501 type funding program, grant number 3140417, in 2014.
dc.identifier.doi10.4218/etrij.2018-0428
dc.identifier.endpage527
dc.identifier.issn1225-6463
dc.identifier.issn2233-7326
dc.identifier.issue4
dc.identifier.orcid0000-0002-2992-9265
dc.identifier.orcid0000-0003-1380-705X
dc.identifier.scopus2-s2.0-85068976627
dc.identifier.scopusqualityQ2
dc.identifier.startpage515
dc.identifier.urihttps://doi.org/10.4218/etrij.2018-0428
dc.identifier.urihttps://hdl.handle.net/11129/9415
dc.identifier.volume41
dc.identifier.wosWOS:000475042900001
dc.identifier.wosqualityQ3
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherWiley
dc.relation.ispartofEtri Journal
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.snmzKA_WoS_20260204
dc.subjectinferencing
dc.subjectmobile consultation and monitoring
dc.subjectontology knowledge base
dc.subjectpediatric diseases
dc.subjectrule-based medical expert systems
dc.subjectsmart healthcare systems
dc.titleDevelopment of a knowledge-based medical expert system to infer supportive treatment suggestions for pediatric patients
dc.typeArticle

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