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Mainstream MRI sequences (T2-weighted and postcontrast T1-weighted images) and ADC were reviewed to draw out 263 radiomic features. After function selection, various device discovering models with oversampling techniques had been trained with combinations of MRI sequences and subsequently validated in the test set. In the independent test set, the model utilizing ADC sequence revealed top diagnostic performance, with an AUC, precision, sensitiveness, specificity of 0.80, 78%,