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Quantitative measurement of the ureter on three-dimensional magnetic resonance urography images using deep learning.
Rile Nai
Kexin Wang
Xiaoqing Li
Shangsong Du
Tuya E
He Xiao
Shuo Quan
Yaofeng Zhang
Junhua Yu
Jialun Li
Xiaodong Zhang
Xiaoying Wang
Published in:
Medical physics (2024)
The proposed deep learning model and post-processing algorithm provide an effective means for the quantitative evaluation of urinary diseases using 3D MRU images.
Keyphrases
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deep learning
magnetic resonance
convolutional neural network
artificial intelligence
high resolution
machine learning
magnetic resonance imaging
computed tomography
optical coherence tomography