Table S2.

Features in PET and CT images selected with high area under ROC (significance of 5%) versus features selected after filtering Pearson correlation matrix

Features with high area under ROC (significance of 5%)

Features selected after filtering Pearson correlation matrix

PET   CONVENTIONAL_SUVbwmean   CONVENTIONAL_SUVbwQ1   CONVENTIONAL_SUVbwQ2   CONVENTIONAL_SUVbwQ3   DISCRETIZED_AUC_CSH   SHAPE_Compacity[onlyFor3DROI]   GLCM_Homogeneity[=InverseDifference]   GLRLM_SRE   GLRLM_LRE   GLRLM_LRLGE   GLRLM_RP   NGLDM_Contrast   GLZLM_SZE   GLZLM_LZE   GLZLM_LGZE   GLZLM_SZHGE   GLZLM_LZLGE   GLZLM_LZHGE   GLZLM_ZP CT   CONVENTIONAL_HUmin   DISCRETIZED_HUmin   SHAPE_Volume (mL)   SHAPE_Volume (vx)   SHAPE_Compacity[onlyFor3DROI]   GLRLM_LRHGE   GLRLM_GLNU   GLRLM_RLNU   NGLDM_Coarseness   NGLDM_Busyness   GLZLM_LGZE   GLZLM_HGZE   GLZLM_SZLGE   CT GLRLM_LGRE   GLRLM_SRLGE   GLRLM_SRE

PET   CONVENTIONAL_SUVbwmin   CONVENTIONAL_SUVbwKurtosis   CONVENTIONAL_TLG (mL)[onlyForPETorNM]   SHAPE_Sphericity[onlyFor3DROI])   SHAPE_Compacity[onlyFor3DROI]   GLCM_Correlation   GLRLM_LRLGE   GLRLM_RP   NGLDM_Coarseness   GLZLM_SZE   GLZLM_SZLGE   GLZLM_LZLGE   GLZLM_LZHGE   GLZLM_GLNU CT   CT CONVENTIONAL_HUmin   CT CONVENTIONAL_HUmean   CT CONVENTIONAL_HUpeakSphere0.5mL: discretized volume sought[onlyFor3D]   CT SHAPE_Sphericity[onlyFor3DROI])   CT SHAPE_Compacity[onlyFor3DROI]   CT GLCM_Homogeneity[=InverseDifference]   CT GLCM_Correlation   CT GLRLM_LRHGE   CT NGLDM_Coarseness   CT NGLDM_Contrast   CT NGLDM_Busyness   CT GLZLM_SZE   CT GLZLM_LGZE   CT GLCM_Dissimilarity   CT GLRLM_LRE   CT GLRLM_LGRE

GLCM: Gray level co-occurrence matrix, GLRLM: Gray-level run-length matrix, SRE: Short-run emphasis, LRE: Long-run emphasis, LGRE: Low gray-level run emphasis, SRLGE: Short-run low gray-level emphasis, LRLGE: Long-run low gray-level emphasis, LRHGE: Long-run high gray-level emphasis, GLNU: Gray-level nonuniformity, RLNU: Run-length nonuniformity, RP: Run percentage, NGLDM: Neighborhood gray-level different matrix, GLZLM: Gray-level zone length matrix, SZE: Short-zone emphasis, LZE: Long-zone emphasis, LGZE: Low gray-level zone emphasis, HGZE: High gray-level zone emphasis, SZLGE: Short-zone low gray-level emphasis, SZHGE: Short-zone high gray-level emphasis, LZGLE: Long-zone low gray-level emphasis, LZHGE: Long-zone high gray-level emphasis, ZLNU: Zone length nonuniformity, ZP: Zone percentage, AUC: Area under the curve, ROC: Receiver operating curve, PET: Positron-emission tomography, CT: Computed tomography, CSH: Cumulative standardized uptake value (SUV)-volume histogram, SUV: Standardised Uptake Value