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98%,80.32%,78.03%and79.67% respectively, while the accuracy of human-reading is 78.33%. In the data of machine learning ultrasound elastography, the elastic hardness parameters of renal cortex are most important. Ultrasound elastography is of highest diagnostic value in machine learning for nephropathy,the diagnostic efficiency of machine learning method is slightly higher than that of human-reading method, and the diagnostic ability of SVM method is higher than other methods. Ultrasound elastography is of highest diagnostic value in ma