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A study on predicting recurrence of non-muscle-invasive bladder cancer within 2 years using mp-MRI radiomics

Bo Chen1, Yueting Zhou2, Zhaojiao Li3

  • 1Department of Urology, The Second Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, China.

BMC Cancer
|October 2, 2025
PubMed
Abstract

No abstract available in PubMed .

Keywords:
Machine learning (ML)Multiparametric magnetic resonanceNon-muscle invasive bladder cancer (NMIBC)Recurrence riskSupport vector machine (SVM)

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Introduction:Magnetic Resonance Imaging, or MRI, can include a specialized imaging technique of the urinary system known as Magnetic Resonance Urography (MRU). This radiation-free technique uses strong magnetic fields and radio waves to produce detailed images with the help of a computer. MRU is particularly effective for visualizing fluid-filled structures like the kidneys, ureters, and bladder.Applications of MRI in the Genitourinary SystemKidneys and Ureters: MRI detects tumors, cysts,...
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