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A deep-learning based artificial intelligence (AI) approach for differentiation of clear cell renal cell carcinoma from oncocytoma on multi-phasic MRI

Clinical Imaging Jun 21, 2021

Nikpanah M, Xu Z, Jin D, et al. - In this study, the diagnostic performance of a deep convolutional neural network for differentiation of clear cell renal cell carcinoma (ccRCC) from renal oncocytoma was explored. Researchers designed a retrospective study including a total of 74 patients (49 male, mean age 59.3) with 243 renal masses (203 ccRCC and 40 oncocytoma) that underwent MR imaging 6 months prior to pathologic confirmation of the lesions. In this study, the developed AI system demonstrated high diagnostic performance in differentiation of ccRCC vs oncocytoma on multi-phasic MRIs.

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