Lung nodule diagnosis using 3D template matching

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dc.contributor.authorOsman, Onur
dc.contributor.authorÖzekes, Serhat
dc.contributor.authorUçan, Osman N.
dc.date.accessioned2020-11-21T15:51:42Z
dc.date.available2020-11-21T15:51:42Z
dc.date.issued2007en_US
dc.departmentİstanbul Ticaret Üniversitesien_US
dc.descriptionPubMed ID: 17182027en_US
dc.description.abstractIn this paper, to utilize the third dimension of Computed Tomography, regions of interest (ROI) slices were combined to form 3D ROI image and a 3D template was determined to find the structures with similar properties of nodules. Convolution of 3D ROI image with the proposed template strengthens the shapes similar to the template and weakens the other ones. False-positive (FP) per nodule and per slice versus diagnosis sensitivity were obtained. The Computer Aided Diagnosis system achieved 100% sensitivity with 0.83 FP per nodule and 0.46 FP per slice, when the nodule thickness was greater than or equal to 5.625 mm. © 2006 Elsevier Ltd. All rights reserved.en_US
dc.identifier.doi10.1016/j.compbiomed.2006.10.007en_US
dc.identifier.endpage1172en_US
dc.identifier.issn0010-4825
dc.identifier.issue8en_US
dc.identifier.pmid17182027en_US
dc.identifier.scopus2-s2.0-34347257403en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage1167en_US
dc.identifier.urihttps://doi.org/10.1016/j.compbiomed.2006.10.007
dc.identifier.urihttps://hdl.handle.net/11467/3500
dc.identifier.volume37en_US
dc.identifier.wosWOS:000248494500014en_US
dc.identifier.wosqualityQ2en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.indekslendigikaynakPubMeden_US
dc.language.isoenen_US
dc.relation.ispartofComputers in Biology and Medicineen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subject3D template matchingen_US
dc.subjectCADen_US
dc.subjectCTen_US
dc.subjectLung noduleen_US
dc.subjectROI specificationen_US
dc.titleLung nodule diagnosis using 3D template matchingen_US
dc.typeArticleen_US

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