Impact of CT convolution kernel on robustness of radiomic features for different lung diseases and tissue types.

CONCLUSION: The robustness of radiomic features is strongly affected by different reconstruction kernels. The effect is largely influenced by the tissue type and less by the disease type.
ADVANCES IN KNOWLEDGE: The study presents to our knowledge the most complete analysis on the impact of convolution kernel on the robustness of CT-based radiomics for four relevant tissue types in three different lung diseases. .
PMID: 33544646 [PubMed - as supplied by publisher]

Source: The British Journal of Radiology - February 5, 2021 Category: Radiology Authors: Denzler S, Vuong D, Bogowicz M, Pavic M, Frauenfelder T, Thierstein S, Eboulet EI, Maurer B, Schniering J, Gabryś HS, Schmitt-Opitz I, Pless M, Foerster R, Guckenberger M, Tanadini-Lang S Tags: Br J Radiol Source Type: research