EGFR and non-small cell lung carcinoma: <h4>Objective</h4>This study aimed to evaluate the value of <sup>18</sup>F-FDG PET/CT radiomics in predicting EGFR gene mutations in non-small cell lung cancer by meta-analysis.<h4>Methods</h4>The PubMed, Embase, Cochrane Library, Web of Science, and CNKI databases were searched from the earliest available date to June 30, 2023.