EGFR and non-small cell lung carcinoma: Among them, Shiri et al. demonstrated that ComBat harmonization could significantly improve the prediction performance when radiomics to predict EGFR mutation status in NSCLC, and the range of mean AUC increased from 0.87–0.90 to 0.92–0.94, which proved the effectiveness of ComBat harmonization [43].