Prototype of a tool for analysing laryngeal cancer operations

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dc.contributor.authorDincer, Esra
dc.contributor.authorDuru, Nevcihan
dc.date.accessioned2024-03-13T10:35:31Z
dc.date.available2024-03-13T10:35:31Z
dc.date.issued2009
dc.departmentİstanbul Beykent Üniversitesien_US
dc.description.abstractIn this study, a software tool was developed to analyse the medical data collected from laryngeal cancer operations by using two data mining techniques. The software, run on real-world medical data, is a tool that enables medical decisions to be reached by analysing past records from patients. The k-means algorithm, which is a clustering algorithm in data mining, was used to point out the intensities in the data set and to display two dimensions on the charts. The data of three screens that were named as selective clustering, different pre- and post-operation stages and clustering operations based on pre-operation T values, were processed using clustering with the k-means algorithm and one screen, which named relapse and survival percentages, was processed through classifying. It helps the future decision-making process by considering false estimates of pre-operation stages of the cases and by using the information gathered from past cases concerning tumour relapse and the survival percentage for prognostication. The characteristics of laryngeal cancer operations data, that involve causal links, were exposed by using two data mining techniques in this application.en_US
dc.identifier.doi10.1080/17538150903102505
dc.identifier.endpage170en_US
dc.identifier.issn1753-8157
dc.identifier.issue3en_US
dc.identifier.pmid19670006en_US
dc.identifier.scopus2-s2.0-69249125394en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage159en_US
dc.identifier.urihttps://doi.org/10.1080/17538150903102505
dc.identifier.urihttps://hdl.handle.net/20.500.12662/4441
dc.identifier.volume34en_US
dc.identifier.wosWOS:000268802100005en_US
dc.identifier.wosqualityQ2en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.indekslendigikaynakPubMeden_US
dc.language.isoenen_US
dc.publisherInforma Healthcareen_US
dc.relation.ispartofInformatics For Health & Social Careen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectLaryngeal canceren_US
dc.subjectdata miningen_US
dc.subjectk-meansen_US
dc.subjectsoftware toolen_US
dc.subjectinformaticsen_US
dc.titlePrototype of a tool for analysing laryngeal cancer operationsen_US
dc.typeArticleen_US

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