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Electronic Cleansing for 24-H Limited Bowel Preparation CT Colonography Using Principal Curvature Flow
- Source :
- IEEE transactions on bio-medical engineering, 60(11), 3036-3045. IEEE Computer Society
- Publication Year :
- 2013
- Publisher :
- Institute of Electrical and Electronics Engineers (IEEE), 2013.
-
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.
- Subjects :
- medicine.medical_specialty
Colon
Image quality
business.industry
Biomedical Engineering
Reproducibility of Results
Cathartic
Reading strategy
digestive system diseases
Pattern Recognition, Automated
Feces
Contrast medium
Imaging, Three-Dimensional
Colorectal cancer screening
medicine
Bowel preparation
Humans
Low dose ct
Radiology
Image denoising
business
Colonography, Computed Tomographic
Algorithms
Subjects
Details
- ISSN :
- 15582531 and 00189294
- Volume :
- 60
- Database :
- OpenAIRE
- Journal :
- IEEE Transactions on Biomedical Engineering
- Accession number :
- edsair.doi.dedup.....616bfc1a8ea2e598804c7660dbf9a250
- Full Text :
- https://doi.org/10.1109/tbme.2013.2262046