Building upon our prior work18, we demonstrate that the leveraging of image-localized biopsies can help train and validate predictive models that spatially resolve the regional intratumoral variations of key GBM driver genes such as EGFR amplification, at the image voxel level throughout different regions of the same tumor. The gene discussed is EGFR; the disease is neoplasm.