3D-printed iodine-ink CT phantom for radiomics feature extraction - advantages and challenges.

Medical physics(2023)

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摘要
3D-iodine-ink-printing technology can be used to print anthropomorphic phantoms with a water-equivalent diameter of a lightweight adult patient. Challenges include small residual air enclosures and the fidelity of HU values. For soft tissue, there is a good agreement between the HU values of the phantom and input data set. Radiomics texture features of the phantom scans are similar to the input data set, but systematic shifts of radiomics features in first order features, due to differences in HU values, need to be considered. The paper substrate influences the spatial frequency distribution of the phantom scans. This phantom type is of very limited use for dual-energy CT analyses.
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关键词
15 quantitative imaging/analysis, 18 image reconstruction, 26 biomarkers, 3 IM-CT, 8 phantoms,physical
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