Identification of sarcomatoid differentiation in renal cell carcinoma by machine learning on multiparametric MRI

Identification of sarcomatoid differentiation in renal cell carcinoma by machine learning on multiparametric MRI

Abstract Sarcomatoid differentiation in RCC (sRCC) is associated with a poor prognosis, necessitating more aggressive management than RCC without sarcomatoid components (nsRCC). Since suspected renal cell carcinoma (RCC) tumors are not routinely biopsied for histologic evaluation, there is a clinica...

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Bibliographic Details
Main Authors: Asim Mazin, Samuel H. Hawkins, Olya Stringfield, Jasreman Dhillon, Brandon J. Manley, Daniel K. Jeong, Natarajan Raghunand
Format: Article
Language:English
Published: Nature Publishing Group 2021-02-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-83271-4

Internet

https://doi.org/10.1038/s41598-021-83271-4

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