Milea Timbergen

157 Supplemental Table 4. (continued) Feature label ICC Feature label ICC logf_skewness_sigma5_M0 0,99 logf_energy_sigma5_M0 1,00 logf_quartile_range_sigma10_M0 0,99 phasef_monogenic_peak_WL3_N5_M0 1,00 tf_GLSZM_GrayLevelNonUniformity_M0 0,99 vf_Frangi_inner_peak_SR(1.0, 10.0)_SS2.0_M0 1,00 logf_energy_sigma1_M0 0,99 tf_Gabor_0.5A1.57min_M0 1,00 logf_quartile_range_sigma5_M0 1,00 phasef_phasesym_peak_WL3_N5_M0 1,00 logf_kurtosis_sigma5_M0 1,00 phasef_monogenic_energy_WL3_N5_M0 1,00 logf_kurtosis_sigma10_M0 1,00 phasef_phasecong_peak_WL3_N5_M0 1,00 logf_skewness_sigma10_M0 1,00 vf_Frangi_edge_peak_SR(1.0, 10.0)_SS2.0_M0 1,00 logf_peak_sigma10_M0 1,00 vf_Frangi_full_peak_SR(1.0, 10.0)_SS2.0_M0 1,00 tf_GLSZM_SizeZoneNonUniformity_M0 1,00 tf_GLRLM_GrayLevelNonUniformity_M0 1,00 logf_energy_sigma10_M0 1,00 phasef_phasecong_min_WL3_N5_M0 1,00 logf_quartile_range_sigma1_M0 1,00 phasef_phasesym_min_WL3_N5_M0 1,00 sf_volume_2D_M0 1,00 tf_LBP_median_R8_P24_M0 1,00 tf_GLRLM_RunLengthNonUniformity_M0 1,00 tf_LBP_peak_R15_P36_M0 1,00 logf_peak_sigma1_M0 1,00 tf_LBP_peak_R3_P12_M0 1,00 logf_peak_sigma5_M0 1,00 tf_LBP_peak_R8_P24_M0 1,00 GLCM , gray level co-occurrence matrix ; GLCMMS , GLCM multislice ; NGTDM , neighbourhood gray tone difference matrix ; GLSZM , gray level size zone matrix ; GLRLM , gray level run length matrix ; LBP , local binary patterns; LoG, Laplacian of Gaussian; std, standard deviation. Supplemental Figure 1. Visualization of the 100x random split-cross validation, including a second cross validation within the training set. 5