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76 with a sensitivity of 65%, a specificity of 85% and an accuracy of 76%. No significant discrimination was obtained considering diffusion and perfusion parameters. Considering LASSO results, the features to use as predictors were all extracted parameters except that the mean value of R2* and the best result was obtained by a LDA that obtained an AUC=0.83, with a sensitivity of 88%, a specificity of 77% and an accuracy of 83%. Good performance to discriminate benign and malignant lesions could be obtained using BOLD and DWI derived pa