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

BACKGROUND: Chest 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. OBJECTIVE: In this study, we propose a method based on deep learning to improve t...

Descripción completa

Detalles Bibliográficos
Autores principales: Chen, Lingdong, Yu, Zhuo, Huang, Jian, Shu, Liqi, Kuosmanen, Pekka, Shen, Chen, Ma, Xiaohui, Li, Jing, Sun, Chensheng, Li, Zheming, Shu, Ting, Yu, Gang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Radiology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10365102/
https://www.ncbi.nlm.nih.gov/pubmed/37492393
http://dx.doi.org/10.3389/fradi.2023.1190745

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10365102/
https://www.ncbi.nlm.nih.gov/pubmed/37492393
http://dx.doi.org/10.3389/fradi.2023.1190745

Ejemplares similares