Literature DB >> 16685909

Segmentation and size measurement of polyps in CT colonography.

J J Dijkers1, C van Wijk, F M Vos, J Florie, Y C Nio, H W Venema, R Truyen, L J van Vliet.   

Abstract

Virtual colonoscopy is a relatively new method for the detection of colonic polyps. Their size, which is measured from reformatted CT images, mainly determines diagnosis. We present an automatic method for measuring the polyp size. The method is based on a robust segmentation method that grows a surface patch over the entire polyp surface starting from a seed. Projection of the patch points along the polyp axis yields a 2D point set to which we fit an ellipse. The long axis of the ellipse denotes the size of the polyp. We evaluate our method by comparing the automated size measurement with those of two radiologists using scans of a colon phantom. We give data for inter-observer and intra-observer variability of radiologists and our method as well as the accuracy and precision.

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Year:  2005        PMID: 16685909     DOI: 10.1007/11566465_88

Source DB:  PubMed          Journal:  Med Image Comput Comput Assist Interv


  5 in total

1.  Improved classifier for computer-aided polyp detection in CT colonography by nonlinear dimensionality reduction.

Authors:  Shijun Wang; Jianhua Yao; Ronald M Summers
Journal:  Med Phys       Date:  2008-04       Impact factor: 4.071

2.  Quantitative radiology: automated measurement of polyp volume in computed tomography colonography using Hessian matrix-based shape extraction and volume growing.

Authors:  Mark L Epstein; Piotr R Obara; Yisong Chen; Junchi Liu; Amin Zarshenas; Nazanin Makkinejad; Abraham H Dachman; Kenji Suzuki
Journal:  Quant Imaging Med Surg       Date:  2015-10

3.  Automated Delineation of Lung Tumors from CT Images Using a Single Click Ensemble Segmentation Approach.

Authors:  Yuhua Gu; Virendra Kumar; Lawrence O Hall; Dmitry B Goldgof; Ching-Yen Li; René Korn; Claus Bendtsen; Emmanuel Rios Velazquez; Andre Dekker; Hugo Aerts; Philippe Lambin; Xiuli Li; Jie Tian; Robert A Gatenby; Robert J Gillies
Journal:  Pattern Recognit       Date:  2013-03-01       Impact factor: 7.740

4.  Linear measurement of polyps in CT colonography using level sets on 3D surfaces.

Authors:  Sovira Tan; Jianhua Yao; Michael M Ward; Ronald M Summers
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2009

5.  EMPLOYING TOPOGRAPHICAL HEIGHT MAP IN COLONIC POLYP MEASUREMENT AND FALSE POSITIVE REDUCTION.

Authors:  Jianhua Yao; Jiang Li; Ronald M Summers
Journal:  Pattern Recognit       Date:  2009       Impact factor: 7.740

  5 in total

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