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Reliable biomarkers for diabetic nephropathy using machine learning-assisted contrast-enhanced ultrasonography and

Lin Lin1,2, Lin Yan1, Nan Li1

  • 1Department of Ultrasound, The First Medical Center, Chinese PLA General Hospital, 28 Fuxing Rd, Beijing, 100853, China.

Clinical and Experimental Medicine
|October 31, 2025
PubMed
Abstract

Keywords:
BiomarkerClinical characteristicsContrast-enhanced ultrasoundDiabetic nephropathy

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