Accurate prediction of pure uric acid urinary stones in clinical context via a combination of radiomics and machine learning.

The machine learning algorithm trained with radiomics features from NCCTs can accurately predict pUA urinary stones. Our work suggests a potential assisting tool for stone disease treatment selection.