Milea Timbergen

128 Figure 1. Schematic overviewof the radiomics approach: adapted from24. Processing steps include segmentation of the tumour on the T1-weighted (T1w)MRI (1), registration of the T1w to the T2-weighted (T2w)MRI to transform this segmentation to the T2w-MRI (2), feature extraction fromboth the T1w-MRI and the T2w-MRI (3) and the creation of machine learningdecisionmodels(5),usinganensembleofthebest50workflowsfrom100,000candidates(4),wheretheworkflowsaredifferentcombinationsoftheprocessingandanalysissteps. DTF, desmoid-type fibromatosis 5