Improving Whole-Heart CT Image Segmentation by Attention Mechanism

Improving Whole-Heart CT Image Segmentation by Attention Mechanism

Decent whole-heart segmentation from computed tomography (CT) can greatly contribute to the diagnosis and treatment of cardiovascular diseases. However, due to the difficulties such as blurred boundaries between neighbouring tissues and a large number of background voxels in medical images, automate...

Full description

Bibliographic Details
Main Authors: Wei Wang, Chengqin Ye, Shanzhuo Zhang, Yong Xu, Kuanquan Wang
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Medical image processing
CT image segmentation
attention mechanism
attention gate
feedback connection
Online Access:https://ieeexplore.ieee.org/document/8938714/

Similar Items

Similar Items