CT radiomics for differentiating oncocytoma from renal cell carcinomas: Systematic review and meta-analysis

Fatemeh Dehghani Firouzabadi,Nikhil Gopal,Fatemeh Homayounieh,Pouria Yazdian Anari,Xiaobai Li,Mark W Ball,Elizabeth C Jones,Safa Samimi,Evrim Turkbey,Ashkan A Malayeri

Clinical Imaging（2023）

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摘要

•CT radiomics has a high degree of accuracy in distinguishing RCCs from renal oncocytomas (ROs), including chRCCs from ROs•Radiomics algorithms have the potential to improve diagnosis in scenarios that have traditionally been ambiguous•For this modality to be implemented in the clinical setting, standardization of image acquisition and segmentation protocols are warranted.

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关键词

Renal cell carcinoma,Oncocytoma,Machine learning,Systematic review,Clear cell RCC,Chromophobe RCC,Papillary RCC

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