FUSION AND ANN BASED CLASSIFICATION OF LIVER FOCAL LESIONS USING PHASES IN MAGNETIC RESONANCE IMAGING

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dc.contributor.authorOzturk, Ayse Elif
dc.contributor.authorCeylan, Murat
dc.date.accessioned2020-03-26T19:06:02Z
dc.date.available2020-03-26T19:06:02Z
dc.date.issued2015
dc.departmentSelçuk Üniversitesien_US
dc.descriptionIEEE 12th International Symposium on Biomedical Imaging -- APR 16-19, 2015 -- New York, NYen_US
dc.description.abstractDetecting and diagnosing the liver focal lesions have vital importance in planning the treatments of the patients. While there is no need to apply any treatment for benign lesions, medical treatments or surgical operations are necessary in case of existence of malign lesions. Pre-contrast, arterial, portal venous and delayed venous phases in magnetic resonance imaging help to make clear diagnosis through their different contrast material holding properties. In this study, magnetic resonance images belonging to 60 patients are classified as benign/malign by using multi-resolution analysis methods and artificial neural networks. In proposed system, the magnetic resonance images taken from four different phases for each patient are merged with three multi-resolution analyses based on fusion rules and classified by using artificial neural networks. The accuracy rate of the study is reached to 90%.en_US
dc.description.sponsorshipNIBIB, NATL INST, IEEE, EMBen_US
dc.identifier.endpage419en_US
dc.identifier.isbn978-1-4799-2374-8
dc.identifier.issn1945-7928en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.startpage415en_US
dc.identifier.urihttps://hdl.handle.net/20.500.12395/32184
dc.identifier.wosWOS:000380546000099en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherIEEEen_US
dc.relation.ispartof2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI)en_US
dc.relation.ispartofseriesIEEE International Symposium on Biomedical Imaging
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.selcuk20240510_oaigen_US
dc.subjectMulti-resolution analysis methodsen_US
dc.subjectfusionen_US
dc.subjectliver classificationen_US
dc.subjectANNen_US
dc.titleFUSION AND ANN BASED CLASSIFICATION OF LIVER FOCAL LESIONS USING PHASES IN MAGNETIC RESONANCE IMAGINGen_US
dc.typeConference Objecten_US

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