UroAngel: a single-kidney function prediction system based on computed tomography urography using deep learning.

Qingyuan ZhengXinmiao NiRui YangPanpan JiaoJiejun WuSong YangZhiyuan ChenXiuheng Liu Xiuheng Liu

Published in: World journal of urology (2024)

We proposed an automated 3D U-Net-based analysis system for direct prediction of single-kidney function stage from CTU images. UroAngel could accurately predict single-kidney function in ON patients, providing a novel, reliable, convenient, and non-invasive method.

Keyphrases

deep learning
computed tomography
end stage renal disease
newly diagnosed
chronic kidney disease
convolutional neural network
magnetic resonance imaging
prognostic factors
machine learning
artificial intelligence
positron emission tomography
magnetic resonance