Additionally we performed quantitative textural analysis of the tumor-free surrounding lung parenchyma using Computer Aided Lung Informatics for Pathology Evaluation and Rating (CALIPER) to determine whether loco-regional lung parenchymal changes, particularly the presence of low attenuation areas and fibrosis, are predictive of EGFR or KRAS27. Here, EGFR is linked to neoplasm.