DocumentCode :
3338812
Title :
Automatic Colonic Polyp Detection by the Mapping Using Regional Unit Sphere
Author :
Park, Mirang ; Jin, S.J. ; Hofstetter, R. ; Xu, Mengdi ; Kang, B.H.
Author_Institution :
Sch. of Design, Commun. & IT, Newcastle Univ., Newcastle, NSW
fYear :
2008
fDate :
24-26 April 2008
Firstpage :
144
Lastpage :
149
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 3 7 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 >= 10 mm in diameter were detected, 90% of polyps >= 6 mm in diameter were detected and 70% of polyps < 6 mm in diameter were detected at 7.0 FPs per patient.
Keywords :
cancer; computerised tomography; medical image processing; patient diagnosis; automatic colonic polyp detection; colon CT images; elliptical protrusions; mapping; regional unit sphere; supine scan; Australia; Cancer; Colon; Colonic polyps; Colonography; Colonoscopy; Computed tomography; Diseases; Shape; Surface fitting; Computer Aided Detection; Polyp Detection;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Multimedia and Ubiquitous Engineering, 2008. MUE 2008. International Conference on
Conference_Location :
Busan
Print_ISBN :
978-0-7695-3134-2
Type :
conf
DOI :
10.1109/MUE.2008.93
Filename :
4505710
Link To Document :
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