Deep Learning-Based Automated Magnetic Resonance Image Segmentation of the Lumbar Structure and Its Adjacent Structures at the L4/5 Level

(1) Background: This study aims to develop a deep learning model based on a 3D Deeplab V3+ network to automatically segment multiple structures from magnetic resonance (MR) images at the L4/5 level. (2) Methods: After data preprocessing, the modified 3D Deeplab V3+ network of the deep learning model...

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Bibliographic Details

Published in:	Bioengineering
Main Authors:	Min Wang, Zhihai Su, Zheng Liu, Tao Chen, Zhifei Cui, Shaolin Li, Shumao Pang, Hai Lu
Format:	Article
Language:	English
Published:	MDPI AG 2023-08-01
Subjects:	magnetic resonance imaging neural network models deep learning preoperative plan 3D visualization
Online Access:	https://www.mdpi.com/2306-5354/10/8/963