The nested ComBat approach used in our study enables harmonization by multiple batch effects by implementing sequential harmonization. We hypothesize that the addition of the radiomic phenotypes to established clinical biomarkers including PDL1, will improve the accuracy of the prognostic model in the prediction of progression-free survival in the patients with NSCLC. Here, CD274 is linked to non-small cell lung carcinoma.