Statistical clustering of parametric maps from dynamic contrast enhanced MRI and an associated decision tree model for non-invasive tumour grading of T1b solid clear cell renal cell carcinoma.

Objectives: To apply a statistical clustering algorithm to combine information from dynamic contrast-enhanced (DCE) magnetic resonance imaging (MRI) into a single tumour map to distinguish high-grade from low-grade T1b clear cell renal cell carcinoma (ccRCC).Methods: This prospective, Institutional...

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Bibliographic Details
Published in:European Radiology Vol. 28; no. 1; pp. 124 - 133
Main Authors: Xi, Yin, Yuan, Qing, Zhang, Yue, Madhuranthakam, Ananth J., Fulkerson, Michael, Margulis, Vitaly, Brugarolas, James, Kapur, Payal, Cadeddu, Jeffrey A., Pedrosa, Ivan
Format: diagnostic images pictorial research tables/charts Journal Article
Published: Springer Nature Jan2018
Online Access:View this record in EBSCOhost