WGAN-based multi-structure segmentation of vertebral cross-section MRI using ResU-Net and clustered transformer

Abstract The vertebral foramen, lamina, and vertebral body are three critical components of the spine structure, essential for maintaining spinal connectivity and stability. Accurately segmenting lumbar structures such as the vertebral body, vertebral foramen, and lamina in MRI cross-sections helps...

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Bibliographic Details
Main Authors: Jing Liu, Guodong Suo, Fengqing Jin, Yuee Zhou, Jianlan Yang
Format: Article
Language:English
Published: Nature Portfolio 2024-11-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-024-79244-y
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