Please use this identifier to cite or link to this item: http://hdl.handle.net/1959.13/45020
- Automatic colonic polyp detection by the mapping using regional unit sphere
Jin, S. J.;
Kang, B. H.
- The University of Newcastle. Faculty of Science & Information Technology, School of Design, Communication and Information Technology
- 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.
- 2nd International Conference on Multimedia and Ubiquitous Engineering (MUE 2008). Proceedings of the 2nd International Conference on Multimedia and Ubiquitous Engineering (Busan, Korea 24-26 April, 2008) p. 144-149
- IEEE Computer Society
computer aided detection;
medical image processing;
- Resource Type
- conference paper