Characteristics of study cohort
CKD
The baseline characteristics of the training and test cohorts are presented in Demographic and clinical characteristics of patients with CKD in the training and test sets.Categorical variables are presented as BMI: body mass index; Egfr: estimated glomerular filtration rate; UACR: urine albumin to creatinine ratio; RI: resistance index; SWE: shear wave elastography.Diagnostic performance of the MLP model.MLP: multilayer perceptron; AUC: area under the curve; CI: confidence level.