Table 4 The cross-validation (patch-wise) comparison of the CNN to Gabor and Radiomic features.

From: Distinct tumor signatures using deep learning-based characterization of the peritumoral microenvironment in glioblastomas and brain metastases

Classification/feature extraction

Accuracy

Sensitivity

Specificity

CNN

85

87

81

Gabor Filters/RF

70

76

67

Radiomic/ RF

76

79

74

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