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Fig. 5 | Cancer Imaging

Fig. 5

From: Interpretability of radiomics models is improved when using feature group selection strategies for predicting molecular and clinical targets in clear-cell renal cell carcinoma: insights from the TRACERx Renal study

Fig. 5

Analysis of which feature groups are selected for the targets of interest when feature group selection is used. The coloured bars show the frequency that each feature group was selected for each target across the repeated CV splits. For each target three sub-segmentation feature sets were used (indicated by upper right box) and the text on the right-hand side indicates which feature group was selected when a single model was estimated from the whole data set – in most cases this corresponds to the feature group with the widest coloured bar. EvoST = evolutionary subtype

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