Incorporating Robustness to Imaging Physics into Radiomic Feature Selection for Breast Cancer Risk Estimation.

There was an overall trend to higher AUC (better case-control classification) in models built using more robust features, with mean (SD) AUC for classes D–A of 0.54 (0.029), 0.56 (0.023), 0.56 (0.029), and 0.59 (0.023) ( Figure 7 ).

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