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Peritumoral Fat Radiomics for Dual Prediction of TNM Stage and Histological Grade in Clear Cell Renal Cell Carcinoma: Discovery of Target-Specific Optimal Imaging Distances

<b>Background/Objectives:</b> Perirenal fat (PRF) constitutes a critical yet understudied component of the tumor microenvironment in clear cell renal cell carcinoma (ccRCC). While radiomics enables non-invasive tissue characterization, whether PRF-derived features can simultaneously predict both TNM...

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Huvudupphov: Abdulrahman Al Mopti, Abdulsalam Alqahtani, Ali H. D. Alshehri, Ghulam Nabi
Materialtyp: Artigo
Språk:Inglês
Utgiven: MDPI AG 2026-04-01
Serie:Diagnostics
Ämnen:
clear cell renal cell carcinoma
radiomics
peritumoral microenvironment
TNM staging
WHO/ISUP grading
machine learning
Länkar:https://www.mdpi.com/2075-4418/16/7/1099
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