Progress of radiomics in the diagnosis and evaluation of chronic kidney disease
HE Huixin
ZHOU Haiying
Abstract：Early diagnosis and accurate assessment of kidney damage are crucial for the treatment and prognosis of chronic kidney disease(CKD).Radiomics can deeply mine information from medical images and extract a large number of quantitative features that are not recognizable by the human eye,thereby constructing models for the diagnosis and staging of CKD,as well as evaluating kidney function and the degree of renal fibrosis.This paper reviews the research progress of radiomics based on ultrasound,MRI,and CT in the diagnosis and evaluation of CKD.
Keywords：Chronic kidney diseaseRadiomicsUltrasoundMagnetic resonance imagingTomographyX-ray computed
Publication Date：2025-03-15
Online Publishing Date：2025-08-15(First online date of this platform, not the publication date of the document)
Pages：5( 198-202 )