Radiomics feature extraction
The kidney region of interest on ultrasound was manually segmented using ITK software (version 3.8.0, The process of radiomics features selection consists of several steps. Firstly, features with an ICC > 0.75 in the training cohort were selected. Secondly, the Mann-Whitney 