Publication:
Computer-Aided Detection Of Brain Tumors Using Image Processing Techniques

Simple item page
dc.contributor.authorsKazdal, Seda; Dogan, Buket; Camurcu, Ali Yilmaz
dc.date.accessioned2022-03-12T16:15:41Z
dc.date.accessioned2026-01-10T18:45:56Z
dc.date.available2022-03-12T16:15:41Z
dc.date.issued2015
dc.description.abstractComputer-aided detection applications has managed to make significant contributions to medical world in today's technology. In this study, the detection of brain tumors in magnetic resonance images was performed. This study proposes a computer aided detection system that is based on morphological reconstruction and rule based detection of tumors that using the morphological features of the regions of interest. The steps involved in this study are: the pre-processing stage, the segmentation stage, the stage of identification of the region of interest and the stage of detection of tumors. With these methods applied on 497 magnetic resonance image slices of 10 patients, the performance of the computer aided detection system is achieved 84,26% accuracy.
dc.identifier.doidoiWOS:000380500900196
dc.identifier.isbn978-1-4673-7386-9
dc.identifier.issn2165-0608
dc.identifier.urihttps://hdl.handle.net/11424/225642
dc.identifier.wosWOS:000380500900196
dc.language.isotur
dc.publisherIEEE
dc.relation.ispartof2015 23RD SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU)
dc.relation.ispartofseriesSignal Processing and Communications Applications Conference
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectCAD system
dc.subjectmorphological reconstruction
dc.subjectmedical image processing
dc.titleComputer-Aided Detection Of Brain Tumors Using Image Processing Techniques
dc.typeconferenceObject
dspace.entity.typePublication
oaire.citation.endPage866
oaire.citation.startPage863
oaire.citation.title2015 23RD SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU)

Files

Collections

Araştırma Çıktıları