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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...
Autores principales: | Paul, Rahul, Shafiq-ul Hassan, Mohammed, Moros, Eduardo G., Gillies, Robert J., Hall, Lawrence O., Goldgof, Dmitry B. |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Grapho Publications, LLC
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7289258/ https://www.ncbi.nlm.nih.gov/pubmed/32548303 http://dx.doi.org/10.18383/j.tom.2020.00003 |
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