Pilot study of machine learning in the task of distinguishing high and low-grade pediatric hydronephrosis on ultrasound.

To evaluate the SVM output trend over the hydronephrosis grade, a nonparametric Mann–Kendall test was performed to determine if there was a positive trend between classifier output and hydronephrosis grade [ 26 27 ].

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