Dynamic contrast-enhanced texture analysis of the liver: initial assessment in colorectal cancer

Ganeshan, Balaji, Burnand, Katherine, Young, Rupert, Chatwin, Chris and Miles, Kenneth A (2011) Dynamic contrast-enhanced texture analysis of the liver: initial assessment in colorectal cancer. Investigative Radiology, 46 (3). pp. 160-168. ISSN 0020-9996

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Purpose: To undertake an initial assessment of the potential utility of dynamic contrast-enhanced texture analysis (DCE-TA) of the liver in patients with colorectal cancer.

Materials and Methods: TA comprised measurement of mean gray-level intensity, entropy, and uniformity with and without selective-scale filtration using a band-pass filter to highlight different spatial frequencies reflecting fine, medium, and coarse textures. An initial phantom study assessed the sensitivity of each texture qualifier to computed tomography (CT) acquisition parameters. Texture was analyzed in DCE-CT series from 27 colorectal cancer patients having apparently normal hepatic morphology (node-negative: n = 8, node-positive: n = 19). Averaged changes in hepatic texture induced by contrast material were assessed qualitatively and quantitatively by using kinetic modeling to calculate hepatic perfusion indices following fine, medium, and coarse image filtration.

Results: All texture qualifiers were less sensitive to changes in CT acquisition parameters than measurement of CT attenuation. Temporal changes in hepatic texture were qualitatively different from changes in enhancement. Statistically significant differences between node-negative and node-positive patients were observed for at least 1 time period for measurements of hepatic enhancement and for all texture parameters. The differences were most statistically significant and occurred over the greatest number of time periods for fine texture quantified as mean gray-level intensity (5 time periods, minimum P value: 0.006) followed by fine texture quantified as entropy (4 time points, minimum P value: 0.006). There was no difference in hepatic perfusion indices for the 2 groups.

Conclusions: DCE-TA is a potentially useful adjunct to DCE-CT warranting further investigation.

Item Type: Article
Additional Information: PubMed ID: 21102348 CODEN: INVRA
Schools and Departments: School of Engineering and Informatics > Engineering and Design
School of Mathematical and Physical Sciences > Mathematics
Brighton and Sussex Medical School > Clinical and Experimental Medicine
Subjects: R Medicine > R Medicine (General) > R895 Medical physics. Medical radiology. Nuclear medicine
Depositing User: Grecia GarciaGarcia
Date Deposited: 10 Aug 2011 09:02
Last Modified: 05 Oct 2017 18:26
URI: http://srodev.sussex.ac.uk/id/eprint/7172
Google Scholar:3 Citations
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