Health Information Management and Patient Profile Estimation Using Data Mining Classification Techniques

Basit Öğe Kaydı
dc.contributor.authorSimsek, Duygu Karabulut
dc.contributor.authorErsoz, Filiz
dc.date.accessioned2024-09-29T16:05:03Z
dc.date.available2024-09-29T16:05:03Z
dc.date.issued2023
dc.departmentKarabük Üniversitesien_US
dc.description.abstractNowadays, the rapid advancement of technological developments consists of complex and large databases. Software programmes are needed because it can be very difficult to process the complex data. The aim of the study is to reveal the patient profile by data mining of the hospital information system and to help make strategic decisions according to patient profile analysis in the establishment of a new hospital or additional hospital departments in the future. The application of data mining in the health sector provides the sector with a faster, reliable and different perspective on decision-making by reaching the desired data. For this purpose, data mining decision tree algorithms were applied, and patient profile estimations were found by using the data of patients receiving service from a private health institution with hospitals in different settlements. By categorising the characteristics of the individuals receiving service and the branches from which they receive service, it was revealed with which variables the patient profile is related. It is thought that determining patient profile will help to follow a more accurate path in the stage of meeting their demands.en_US
dc.identifier.doi10.1177/09720634231168255
dc.identifier.issn0972-0634
dc.identifier.issn0973-0729
dc.identifier.scopus2-s2.0-85165464804en_US
dc.identifier.scopusqualityQ3en_US
dc.identifier.urihttps://doi.org/10.1177/09720634231168255
dc.identifier.urihttps://hdl.handle.net/20.500.14619/6480
dc.identifier.wosWOS:001031566600001en_US
dc.identifier.wosqualityQ4en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherSage Publications India Pvt Ltden_US
dc.relation.ispartofJournal of Health Managementen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectHealth information managementen_US
dc.subjectpatient managementen_US
dc.subjectpatient profilingen_US
dc.subjectdata miningen_US
dc.subjectclassification techniquesen_US
dc.subjectdecision treesen_US
dc.titleHealth Information Management and Patient Profile Estimation Using Data Mining Classification Techniquesen_US
dc.typeArticleen_US

Dosyalar

Koleksiyon

WoS İndeksli Yayınlar Koleksiyonu
Scopus İndeksli Yayınlar Koleksiyonu