Computer-aided tumor detection system using brain MR images

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dc.authorscopusid56463872400
dc.authorscopusid55751834800
dc.authorscopusid15834365300
dc.contributor.authorAri A.
dc.contributor.authorAlpaslan N.
dc.contributor.authorHanbay D.
dc.date.accessioned2024-08-04T20:04:01Z
dc.date.available2024-08-04T20:04:01Z
dc.date.issued2016
dc.departmentİnönü Üniversitesien_US
dc.descriptionMedical Technologies National Conference, TIPTEKNO 2015 -- 15 October 2015 through 18 October 2015 -- 118954en_US
dc.description.abstractIn today's technology, computer assisted detection applications have managed to make great contributions to the field of medicine. Computer assisted detection systems aim to help radiologist about mass detection by using image processing systems. In this study, it's aimed to carry out mass detection process on the images of 3D brain MRI (Magnetic Resonance Imaging). The steps followed in this study are the stage of pre-processing the stage of segmentation, identification of the areas of interests and identification of tumor. As a result of processing's in the stages of preprocessing and segmentation, obtained areas of interests are labelled and attributes of these areas of interests are extracted during the stage of attributes extraction and in the last stage, the areas of interests are identified as whether they are mass or not according to these attributes. With this method applied on 845 number of magnetic resonance image sections belonging to 13 patients, it has been achieved classification success with 86.39%. © 2015 IEEE.en_US
dc.identifier.doi10.1109/TIPTEKNO.2015.7374544
dc.identifier.isbn9781467377652
dc.identifier.scopus2-s2.0-84964252963en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.urihttps://doi.org/10.1109/TIPTEKNO.2015.7374544
dc.identifier.urihttps://hdl.handle.net/11616/92296
dc.indekslendigikaynakScopusen_US
dc.language.isotren_US
dc.publisherInstitute of Electrical and Electronics Engineers Inc.en_US
dc.relation.ispartof2015 Medical Technologies National Conference, TIPTEKNO 2015en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectbiomedical image processingen_US
dc.subjectCAD systemen_US
dc.subjectkNNen_US
dc.subjectmorphological reconstructionen_US
dc.titleComputer-aided tumor detection system using brain MR imagesen_US
dc.title.alternativeBeyin MR Görüntülerinden Bilgisayar Destekli Tümör Teşhisi Sistemien_US
dc.typeConference Objecten_US

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