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Exploring whether ultrasonic radiomics extracted by machine learning method can noninvasively evaluate lupus nephritis activity.

Eteläuomen läiUnited statesMindray resonaInternational society of nephrologyShenzhen mindray biomedical electronics co ltdFirst affiliated hospital of anhui medical universityFirst affiliated hospitalAnhui medical universityNanchong central hospitalFeature extractionMann whitneyu testBaseline characteristicsUltrasonic radiomic featureFive model