Robustness of radiomics features of virtual unenhanced and virtual monoenergetic images in dual-energy CT among different imaging platforms and potential role of CT number variability.
Jingyu ZhongZilai PanYong ChenLingyun WangYihan XiaLan WangJianying LiWei LuXiaomeng ShiJianxing FengFuhua YanHuan ZhangWeiwu YaoPublished in: Insights into imaging (2023)
The majority of DECT radiomics features were non-reproducible. The differences in CT number were considered as an indicator of inter-platform DECT radiomics variation. Critical relevance statement: The majority of radiomics features extracted from the VUE images and the VMI70keV were non-reproducible among platforms, while synchronizing energy levels of VMI to reduce the CT number value variability may be a potential way to mitigate radiomics instability.