Development of lung segmentation method in x-ray images of children based on TransResUNet

Development of lung segmentation method in x-ray images of children based on TransResUNet

BackgroundChest x-ray (CXR) is widely applied for the detection and diagnosis of children's lung diseases. Lung field segmentation in digital CXR images is a key section of many computer-aided diagnosis systems.ObjectiveIn this study, we propose a method based on deep learning to improve the lu...

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Bibliographic Details
Main Authors: Lingdong Chen, Zhuo Yu, Jian Huang, Liqi Shu, Pekka Kuosmanen, Chen Shen, Xiaohui Ma, Jing Li, Chensheng Sun, Zheming Li, Ting Shu, Gang Yu
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-04-01
Series:Frontiers in Radiology
Subjects:
children
lung segmentation
TransResUNet
chest x-ray
multi-center
Online Access:https://www.frontiersin.org/articles/10.3389/fradi.2023.1190745/full

Internet

https://www.frontiersin.org/articles/10.3389/fradi.2023.1190745/full

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