Autonomic Colonic Polyp Detection by the Mapping using Regional Unit Sphere
journal contribution
posted on 2023-05-17, 01:42authored byPark, M, Jin, SJ, Hofstetter, R, Xu, M, Byeong KangByeong Kang
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.
History
Publication title
International Journal of Software Engineering and Its Applications
Issue
January 2009
Pagination
11-18
ISSN
1738-9984
Department/School
School of Information and Communication Technology
Publisher
Science Engineering Support Society
Place of publication
Korea, Republic of
Rights statement
Copyright SERSC 2009
Repository Status
Restricted
Socio-economic Objectives
Information systems, technologies and services not elsewhere classified