Development and Validation of Machine Learning Models to Predict Epidermal Growth Factor Receptor Mutation in Non-Small Cell Lung Cancer: A Multi-Center Retrospective Radiomics Study

Abstract

Machine learning models based on computed tomography images can be used to evaluate <i>EGFR</i> status in patients with non-small cell lung cancer, and the RF model outperformed LR, DT, and SVM.