… To investigate the influence of scanner SNR on radiomic features we used a commercial
phantom (Gammex 467 CT phantom, Middletone, WI, USA). The phantom was used in the …

… radiomic hypothesis postulates that the quantitative study of … the need for reconstruction
which adds bias and variability [56,59]. … against different test-retest and attenuation correction …

… The phantom data used in this study have been extracted … The realignment reduced the
systematic difference between … between the two scans) with 1.5-T and 3-T scanners, we showed …

… Please note the change of feature values following batch … or batch effects caused by scanner
models, acquisition protocols, … learning pipeline highlighting the recommended and biased …

… to standardize the radiomics workflow to reduce its variability. … The combination of bias field
correction, voxel interpolation … study, where radiomics was computed from different scanner, …

… A bias reduction and feature correction method relying on a … to identify radiomic features
biased and correctable in terms of scanner … In this study specifically on radiomics, features were …

… reduce variability in radiomics features (35) by scanning an … on 100 scanners using both
local and study-specified CT … the change in 89 radiomics features over 3 weeks (delta features) …

… However, radiomics features are affected by CT scanner … or scanners can be corrected
for the protocol or scanner … (cohort 1 and cohort 2) were used in our study. The first set of …

… To check that the ComBat method does not reduce the discriminative power of radiomic
features, we … The process we propose includes a bias field correction to reduce local/regional …

… of interest and subsequently reduced and selected to convey … locations, or with different
operators or scanners [32, 33]. … in MR and CT images and bias field correction in MR images [34]. …