DocumentCode :
50357
Title :
Electronic Cleansing for 24-H Limited Bowel Preparation CT Colonography Using Principal Curvature Flow
Author :
van Ravesteijn, Vincent F. ; Boellaard, Thierry N. ; van der Paardt, Marije P. ; Serlie, Iwo W. O. ; de Haan, Margriet C. ; Stoker, Jaap ; van Vliet, Lucas J. ; Vos, Frans M.
Author_Institution :
Quantitative Imaging Group, Delft Univ. of Technol., Delft, Netherlands
Volume :
60
Issue :
11
fYear :
2013
fDate :
Nov. 2013
Firstpage :
3036
Lastpage :
3045
Abstract :
CT colonography (CTC) is one of the recommended methods for colorectal cancer screening. The subject´s preparation is one of the most burdensome aspects of CTC with a cathartic bowel preparation. Tagging of the bowel content with an oral contrast medium facilitates CTC with limited bowel preparation. Unfortunately, such preparations adversely affect the 3-D image quality. Thus far, data acquired after very limited bowel preparation were evaluated with a 2-D reading strategy only. Existing cleansing algorithms do not work sufficiently well to allow a primary 3-D reading strategy. We developed an electronic cleansing algorithm, aimed to realize optimal 3-D image quality for low-dose CTC with 24-h limited bowel preparation. The method employs a principal curvature flow algorithm to remove heterogeneities within poorly tagged fecal residue. In addition, a pattern recognition-based approach is used to prevent polyp-like protrusions on the colon surface from being removed by the method. Two experts independently evaluated 40 CTC cases by means of a primary 2-D approach without involvement of electronic cleansing as well as by a primary 3-D method after electronic cleansing. The data contained four variations of 24-h limited bowel preparation and was based on a low radiation dose scanning protocol. The sensitivity for lesions ≥6 mm was significantly higher for the primary 3-D reading strategy (84%) than for the primary 2-D reading strategy (68%) (p = 0.031). The reading time was increased from 5:39 min (2-D) to 7:09 min (3-D) (p = 0.005); the readers´ confidence was reduced from 2.3 (2-D) to 2.1 (3-D) ( p = 0.013) on a three-point Likert scale. Polyp conspicuity for cleansed submerged lesions was similar to not submerged lesions (p = 0.06). To our knowledge, this study is the first to describe and clinically validate an electronic cleansing algorithm that facilitates low-dose CTC with 24-h limited bowel preparation.
Keywords :
cancer; computerised tomography; image denoising; medical image processing; bowel content tagging; cathartic bowel preparation; cleansing algorithms; colon surface; colorectal cancer screening; electronic cleansing algorithm; limited bowel preparation CT colonography; low dose CTC; low radiation dose scanning protocol; optimal 3D image quality; oral contrast medium; pattern recognition based approach; polyp like protrusions; poorly tagged fecal residue; primary 3D reading strategy; principal curvature flow algorithm; three point Likert scale; Lesions; Shape analysis; Tagging; Training; colonography; CT colonography (CTC); electronic cleansing; Algorithms; Colon; Colonography, Computed Tomographic; Feces; Humans; Imaging, Three-Dimensional; Pattern Recognition, Automated; Reproducibility of Results;
fLanguage :
English
Journal_Title :
Biomedical Engineering, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9294
Type :
jour
DOI :
10.1109/TBME.2013.2262046
Filename :
6514531
Link To Document :
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