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Analysis workflow. A set of radiomic features was extracted from the “Pool2” layer of AlexNet. A stepwise feature selection procedure was performed on the top 10 most discriminating features evaluated in terms of AUC. The model was evaluated with an 80:20 hold-out validation scheme. Moreover, the classification performances on the hold-out training set were evaluated in 10 tenfold validation rounds.
