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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Detalles Bibliográficos
Autores principales: Paul, Rahul, Shafiq-ul Hassan, Mohammed, Moros, Eduardo G., Gillies, Robert J., Hall, Lawrence O., Goldgof, Dmitry B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Grapho Publications, LLC 2020
Materias:
Research Articles
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

Internet

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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