Quantitative image quality comparison of reduced- and standard-dose dual-energy multiphase chest, abdomen, and pelvis CT
Tomography, 3(2), 114–122
Abstract
We present a new image quality assessment method for determining whether reducing radiation dose impairs the image quality of computed tomography (CT) in qualitative and quantitative clinical analyses tasks. In this Institutional Review Board-exempt study, we conducted a review of 50 patients (male, 22; female, 28) who underwent reduced-dose CT scanning on the first follow-up after standard-dose multiphase CT scanning. Scans were for surveillance of von Hippel–Lindau disease (N = 26) and renal cell carcinoma (N = 10). We investigated density, morphometric, and structural differences between scans both at tissue (fat, bone) and organ levels (liver, heart, spleen, lung). To quantify structural variations caused by image quality differences, we propose using the following metrics: dice similarity coefficient, structural similarity index, Hausdorff distance, gradient magnitude similarity deviation, and weighted spectral distance. Pearson correlation coefficient and Welch 2-sample t test were used for quantitative comparisons of organ morphometry and to compare density distribution of tissue, respectively. For qualitative evaluation, 2-sided Kendall Tau test was used to assess agreement among readers. Both qualitative and quantitative evaluations were designed to examine significance of image differences for clinical tasks. Qualitative judgment served as an overall assessment, whereas detailed quantifications on structural consistency, intensity homogeneity, and texture similarity revealed more accurate and global difference estimations. Qualitative and quantitative results indicated no significant image quality degradation. Our study concludes that low(er)-dose CT scans can be routinely used because of no significant loss in quantitative image information compared with standard-dose CT scans.
Abstract sourceThis 2017 study compared reduced- and standard-dose multiphase CT scans using radiologist assessments and quantitative measures of image quality. The retrospective evaluation reported no significant overall image-quality degradation in the reduced-dose scans examined.
Summary
The authors compared standard-dose and reduced-dose multiphase chest, abdomen, and pelvis CT scans in a retrospective study of 50 patients. They assessed image quality through radiologist evaluations and quantitative comparisons of tissue and organ features, including shape, intensity, and structural similarity. The paper reported no significant overall image-quality degradation in the reduced-dose scans examined. These findings concern this study’s specific patient group and imaging protocol; they do not establish that reduced-dose imaging is suitable for every patient or clinical task. Read the article.
Cite this work
Mario Buty, Ziyue Xu, Aaron Wu, Mingchen Gao, Chelyse Nelson, Georgios Z. Papadakis, Uygar Teomete, Haydar Celik, Baris Turkbey, Peter Choyke, Daniel J. Mollura, Ulas Bagci, Les R. Folio (2017). Quantitative image quality comparison of reduced- and standard-dose dual-energy multiphase chest, abdomen, and pelvis CT. Tomography, 3(2), 114–122 https://doi.org/10.18383/j.tom.2017.00002
BibTeX