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Autonomic Colonic Polyp Detection by the Mapping using Regional Unit Sphere

Citation

Park, M and Jin, SJ and Hofstetter, R and Xu, M and Kang, BH, Autonomic Colonic Polyp Detection by the Mapping using Regional Unit Sphere, International Journal of Software Engineering and Its Applications, 3, (January 2009) pp. 11-18. ISSN 1738-9984 (2009) [Refereed Article]


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Copyright Statement

Copyright SERSC 2009

Official URL: http://www.sersc.org/journals/IJSEIA/vol3_no1_2009...

Abstract

Colonic polyps appear like elliptical protrusions on the inner wall of the colon. The many proposed algorithms assumed the shape of a polyp as a spherical cap, so the algorithms are not flexible when the polyps are irregular shapes. In this paper, we propose a mapping using regional unit sphere (MuRUS) method to overcome the problem caused by unexpected polyp shapes. The MuRUS has shape invariant and size invariant properties. Our method was applied to colon CT images from 37 patients each having a prone and supine scan. There are 45 colonscopically confirmed polyps. The results obtained by our algorithm were compared with those gold standards. 100% of polyps >= 10mm in diameter were detected, 90% of polyps >= 6mm in diameter were detected and 70% of polyps < 6mm in diameter were detected at 7.0 FPs per patient.

Item Details

Item Type:Refereed Article
Research Division:Information and Computing Sciences
Research Group:Artificial Intelligence and Image Processing
Research Field:Image Processing
Objective Division:Information and Communication Services
Objective Group:Computer Software and Services
Objective Field:Application Tools and System Utilities
Author:Kang, BH (Professor Byeong Kang)
ID Code:61594
Year Published:2009
Deposited By:Computing and Information Systems
Deposited On:2010-03-04
Last Modified:2015-03-24
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