Radiogenomic Models Using Machine Learning Techniques to Predict EGFR Mutations in Non-Small Cell Lung Cancer

Abstract

Non-small cell lung cancer texture analysis using FGD-PET and CT images can identify tumors with mutations in <i>EGFR</i>. Imaging signatures could be valuable for pretreatment assessment and prognosis in precision therapy.