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Autonomic Colonic Polyp Detection by the Mapping using Regional Unit Sphere

journal contribution
posted on 2023-05-17, 01:42 authored by Park, 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

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