Deep Feature Stability Analysis Using CT Images of a Physical Phantom Across Scanner Manufacturers, Cartridges, Pixel Sizes, and Slice Thickness

Image acquisition parameters for computed tomography scans such as slice thickness and field of view may vary depending on tumor size and site. Recent studies have shown that some radiomics features were dependent on voxel size (= pixel size × slice thickness), and with proper normalization, this vo...

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Vydáno v:Tomography
Hlavní autoři: Paul, Rahul, Shafiq-ul Hassan, Mohammed, Moros, Eduardo G., Gillies, Robert J., Hall, Lawrence O., Goldgof, Dmitry B.
Médium: Artigo
Jazyk:Inglês
Vydáno: Grapho Publications, LLC 2020
Témata:
Research Articles
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7289258/
https://ncbi.nlm.nih.gov/pubmed/32548303
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.18383/j.tom.2020.00003
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