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