Table 2. Radiomics feature selection pipeline.

Task	Extracted features	Mann-Whitney U test	Spearman test	RF based Boruta
EGFR	1,287	168	35	10
Ki-67	1,287	852	83	28

RF, random forest; EGFR, epidermal growth factor receptor.