Machine learning-based radiomics to distinguish pulmonary nodules between lung adenocarcinoma and tuberculosis.

The present study established a machine learning-based radiomics strategy for differentiating LUAD from TB lesions. The ROI segmentation including or excluding the cavity region may exert no significant effect on the predictive ability.