Evaluation of radiomics and machine learning in identification of aggressive tumor features in renal cell carcinoma (RCC).

Statistically significant but weak associations between aggressive tumor features (high nuclear grade, sarcomatoid features) in large RCC were identified using 3D radiomics and machine learning analysis.