K-Means Clustering of Hyperpolarised 13 C-MRI Identifies Intratumoral Perfusion/Metabolism Mismatch in Renal Cell Carcinoma as the Best Predictor of the Highest Grade.

Simple Summary: This study describes a novel way to delineate intratumoral regions within clear cell renal cell carcinoma (ccRCC) based on the clustering of quantitative metabolic images from clinical hyperpolarised [1-13C]pyruvate MRI. We show that these clusters, combining metabolic and perfusion...

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Publicado en:	Cancers Vol. 17; no. 4; pp. 569 - 586
Autores principales:	Horvat-Menih, Ines, Khan, Alixander S., McLean, Mary A., Duarte, Joao, Serrao, Eva, Ursprung, Stephan, Kaggie, Joshua D., Gill, Andrew B., Priest, Andrew N., Crispin-Ortuzar, Mireia, Warren, Anne Y., Welsh, Sarah J., Mitchell, Thomas J., Stewart, Grant D., Gallagher, Ferdia A.
Formato:	pictorial research tables/charts Journal Article
Publicado:	MDPI Feb2025
Acceso en línea:	Ver este registro en EBSCOhost