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

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 clinical need fo...

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Detalles Bibliográficos
Autores principales: Mazin, Asim, Hawkins, Samuel H., Stringfield, Olya, Dhillon, Jasreman, Manley, Brandon J., Jeong, Daniel K., Raghunand, Natarajan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7884398/
https://www.ncbi.nlm.nih.gov/pubmed/33589715
http://dx.doi.org/10.1038/s41598-021-83271-4