KRAS and neoplasm: The limited increase of AUC from radiomic to clinical-radiomic models could be partially explained with the fact that the radiomic score seemed to incorporate some relevant clinical information like tumor size or sex (for KRAS), thus RS may be used in the future as a more complex predictor than the clinical information alone.