A Single Sided Edge Marking Method for Detecting Pectoral Muscle in Digital Mammograms

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dc.contributor.authorToz, Güliz
dc.contributor.authorErdoğmuş, Pakize
dc.date.accessioned2020-04-30T22:38:52Z
dc.date.available2020-04-30T22:38:52Z
dc.date.issued2018
dc.departmentDÜ, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümüen_US
dc.descriptionWOS: 000428136600004en_US
dc.description.abstractIn the computer-assisted diagnosis of breast cancer, the removal of pectoral muscle from mammograms is very important. In this study, a new method, called Single-Sided Edge Marking (SSEM) technique, is proposed for the identification of the pectoral muscle border from mammograms. 60 mammograms from the INbreast database were used to test the proposed method. The results obtained were compared for False Positive Rate, False Negative Rate, and Sensitivity using the ground truth values pre-determined by radiologists for the same images. Accordingly, it has been shown that the proposed method can detect the pectoral muscle border with an average of 95.6% sensitivity.en_US
dc.identifier.endpage2373en_US
dc.identifier.issn2241-4487
dc.identifier.issn1792-8036
dc.identifier.issue1en_US
dc.identifier.startpage2367en_US
dc.identifier.urihttps://hdl.handle.net/20.500.12684/2493
dc.identifier.volume8en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.language.isoenen_US
dc.publisherEos Assocen_US
dc.relation.ispartofEngineering Technology & Applied Science Researchen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectINbreast databaseen_US
dc.subjectpectoral muscle extractionen_US
dc.subjectsegmentationen_US
dc.subjectmammogramen_US
dc.titleA Single Sided Edge Marking Method for Detecting Pectoral Muscle in Digital Mammogramsen_US
dc.typeArticleen_US

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