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. 2020 Aug 5;20:55. doi: 10.1186/s40644-020-00329-8

Table 1.

Overview of perturbations applied to simulate multi-center data. Perturbation types and ranges vary with labels and MRI sequences according to the recommendation in [8]

Perturbation Sequences Segmentaion Labels Perturbation assessment or range Number of perturbations per sequence/label
Additivie Gaussian noise All Match SNR range 10 per sequence
Histogram binning All PyRadiomics recommended range (30–130 bins) 54 per sequence
Inter-rater simulation All Match Inter-rater DICE in [18] 10 per label
Voxel size All 1–1.5 mm, isotropically 10 per sequence
Slice spacing FLAIR, T2 1-4 mm, imaging recommendations in [8] 10 per sequence
T1, T1c 1–1.5 mm, imaging recommendations in [8] 10 per sequence
K-space subsampling All Random subsampling, factor 0.8–1.0 21 per sequence