AUTOMATIC COLON SEGMENTATION USING CELLULAR NEURAL NETWORK FOR THE DETECTION OF COLORECTAL POLYPS

Year 2007, Volume: 7 Issue: 2, 419 - 423, 02.01.2012

Niyazi Kılıc Onur Osman Osman N. Ucan Kemal Demırel

Abstract

AUTOMATIC COLON SEGMENTATION USING CELLULAR NEURAL NETWORK FOR THE DETECTION OF COLORECTAL POLYPS

Keywords

-

References

• Chowdhury TA, Ghita O, Whelan PF, A statistical approach for robust polyp detection in CT colonography. Engineering in Medicine and Biology 27th Annual Conference 2005, Shanghai, China.
• Ransohoff DF, Sandler RS, Clinical practice: screening for colorectal cancer. N Engl J Med ; 346: 40-4
• Winawer SJ, Fletcher RH, Miller L, et al. Colorectal cancer screening: clinical guidelines and rationale. Gastroenterology 1997; 112: 594
• Selcuk D, Demirel K, Ozer H, Baca, B, Hatemi I, Mihmanlı I, Korman U, Ogut G, Comparison of virtual colonoscopy with conventional colonoscopy in detection of colerectal polyps. Turk J. Gastreonerol 2006; (4):288-293
• Buthiau D, and Rixe O, Spano JP, Nizri D, Delgado M, Gutierrez M, et.al. New imaging techniques in oncology. EJC Supplements 2003; (2): 28-42,
• Fenlon H, McAnemy DB, Numes DP, et al. Occlusive colon carcinoma: virtual colonoscopy in the pre-operative evaluation of the proximal colon. Radiology 1999; 210: 423-428,
• Wang Z, Liang Z, Li X, Li L, Li B, Eremna D, Lu H, An improved electronic colon cleaning method for detection of colonic polyps by virtual colonoscopy. IEEE T Bio-Med Eng 2006; (8):1635-1646.
• Yao J, Miller M, Franaszek M, Summers R.M, Colonic polyp segmentation in CT colonography-based on fuzzy clustering and deformable models. IEEE T Med Imaging 2004; (11):1344-1352
• Yoshida H, Masutani Y, MacEnaney P, Rubin DT, Dachman AH, Coputerized detection of colonic polyps at CT colonography on the basis of volumetric features: Pilot study 1. Radiology ; 222:327-336. Chua LO, Yang L, Cellular Neural Networks: Theory. IEEE T Circuit 1988; 35:1257-1272
• Zarandy, A.: The art of CNN template Design, Int J Circ Theor Appl 1999; 27:5-23
• Hounsfield G.N.:Computed medical imaging. Med Phys 1980; 7: 283-90
• Wyatt CL, Ge Y, Vining DJ, Autamatic segmentation colon for virtual colonoscopy. Comput Med Imag Grap 2000; 24:1-9
• Gonzales RC, Woods RE, Digital image processing. Reading, MA:Addison Wesley, Guzelis C, Karamahmut S.: Recurrent perceptron learning algorithm for completely stable cellular neural networks. IEE International Workshop on Cellular Neural Networks and Their Applications, Roma, 1994;321-336.