Topological MRI Prostate Segmentation Method

Stojanov, Done and Koceski, Saso (2014) Topological MRI Prostate Segmentation Method. Proceedings of the 2014 Federated Conference on Computer Science and Information Systems, 2. pp. 219-225. ISSN 2300-5963

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Official URL: https://fedcsis.org/proceedings/2014/

Abstract

The main aim of this paper is to advance the state of the art in automated prostate segmentation using T2 weighted MR images, by introducing a hybrid topological MRI prostate segmentation method which is based on a set of pre-labeled MR atlas images. The proposed method has been experimentally tested on a set of 30 MRI T2 weighted images. For evaluation the automated segmentations of the proposed scheme have been compared with the manual segmentations, using an average Dice Similarity Coefficient (DSC). Obtained quantitative results have shown a good approximation of the segmented prostate.

Item Type: Article
Subjects: Natural sciences > Computer and information sciences
Divisions: Faculty of Computer Science
Depositing User: Done Stojanov
Date Deposited: 08 Oct 2014 12:54
Last Modified: 08 Oct 2014 12:54
URI: http://eprints.ugd.edu.mk/id/eprint/11078

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