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Top 10 Important Variables According to the SHAP Value
Variables are color-coded based on the type of variables (red, background; yellow, past history; green, biomarker and blue; imaging data). CTR = cardiothoracic ratio; GBM = gradient boosting machine; HDL = high-density lipoprotein; LV = left ventricular; NN = neural network; RF = random forest; SHAP = Shapley Additive exPlanation; SVM = support vector machine.
