Automated differentiation of benign renal oncocytoma and chromophobe renal cell carcinoma on computed tomography using deep learning.

Amir BaghdadiNaif A AldhaamAhmed S ElsayedAhmed A HusseinLora A CavuotoEric KauffmanKhurshid A Guru

Published in: BJU international (2020)

We have shown that deep learning could help to produce reliable discrimination of CD117(+) benign oncocytoma and malignant ChRCC through PEER measurements obtained by computer vision.

Keyphrases

deep learning
renal cell carcinoma
computed tomography
artificial intelligence
convolutional neural network
machine learning
positron emission tomography
magnetic resonance imaging
magnetic resonance
image quality
pet ct