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Abstract #2424

Evaluation of renal function in chronic kidney disease using histogram analysis based on diffusion multi-models

Guimian Zhong1, Mengzhu Wang2, Qijia Han1, and Zhiming Xiang1
1Department of Radiology, Guangzhou Panyu Center Hospital, Guangzhou, China, 2Siemens Healthineers Ltd, Guangzhou, China

Synopsis

Keywords: Radiomics, Diffusion/other diffusion imaging techniques, Histogram analysis;magnetic resonance imaging;Renal functionThis study established and validated a predictive model based on histogram features of four diffusion models to identify and evaluate early renal impairment in CDK. The results suggested that the model based on the ADC and MK could distinguish the normal and mild CDK well, and could accurately and noninvasively evaluate and predict early CDK renal dysfunction.

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Keywords