MKI67 and intrahepatic cholangiocarcinoma: [31] predicted Ki67 status in ICC based on ultrasound radiomics features, principal component analysis as an unsupervised feature dimensionality reduction method, was used before LASSO in the feature selection, therefore, the features finally used to predict Ki67 status were weakly interpretable.