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Radiomics analysis of contrast-enhanced CT scans can distinguish between clear cell and non-clear cell renal cell carcinoma in different imaging protocols

INTRODUCTION: This study aimed to construct a radiomics-based machine learning (ML) model for differentiation between non-clear cell and clear cell renal cell carcinomas (ccRCC) that is robust against institutional imaging protocols and scanners. MATERIALS AND METHODS: Preoperative unenhanced (UN),...

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Detalles Bibliográficos
Autores principales: Budai, Bettina Katalin, Stollmayer, Róbert, Rónaszéki, Aladár Dávid, Körmendy, Borbála, Zsombor, Zita, Palotás, Lõrinc, Fejér, Bence, Szendrõi, Attila, Székely, Eszter, Maurovich-Horvat, Pál, Kaposi, Pál Novák
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9606401/
https://www.ncbi.nlm.nih.gov/pubmed/36314024
http://dx.doi.org/10.3389/fmed.2022.974485