SeUneter: Channel attentive U-Net for instance segmentation of the cervical spine MRI medical image

SeUneter: Channel attentive U-Net for instance segmentation of the cervical spine MRI medical image

In recent years, cervical spondylosis has become one of the most common chronic diseases and has received much attention from the public. Magnetic resonance imaging (MRI) is the most widely used imaging modality for the diagnosis of degenerative cervical spondylosis. The manual identification and se...

Full description

Bibliographic Details
Main Authors: Xiang Zhang, Yi Yang, Yi-Wei Shen, Ping Li, Yuan Zhong, Jing Zhou, Ke-Rui Zhang, Chang-Yong Shen, Yi Li, Meng-Fei Zhang, Long-Hai Pan, Li-Tai Ma, Hao Liu
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-12-01
Series:Frontiers in Physiology
Subjects:
MRI image segmentation
U-Net
data augmentation
channel attention
cervical spine
Online Access:https://www.frontiersin.org/articles/10.3389/fphys.2022.1081441/full

Internet

https://www.frontiersin.org/articles/10.3389/fphys.2022.1081441/full

Similar Items