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

Bettina Katalin Budai,Róbert Stollmayer,Aladár Dávid Rónaszéki, Borbála Körmendy,Zita Zsombor, Lõrinc Palotás,Bence Fejér,Attila Szendrõi,Eszter Székely,Pál Maurovich-Horvat,Pál Novák Kaposi

Frontiers in medicine（2022）

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摘要

Radiomics analysis of CM phase CT scans combined with ML can achieve comparable performance with an expert radiologist in differentiating ccRCCs from non-ccRCCs.

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关键词

artificial intelligence,computed tomography,machine learning,radiomics analysis,renal cell carcinoma,texture analysis

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