Development and validation of the MLP model
comorbidity
The MLP classifier was used to construct the diagnostic model by fitting the SWE value, conventional US parameters, and readily accessible clinical features (including the aforementioned demographic information, liquid biopsy indicators, and comorbidity) in the training cohort. A grid search algorithm was employed to tune the hyperparameters of the classifier [