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
Preview |
Text
204.pdf Download (354kB) | Preview |
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: | https://eprints.ugd.edu.mk/id/eprint/11078 |
Actions (login required)
 |
View Item |