Automatic lung segmentation in chest X-ray images using improved U-Net

The automatic segmentation of the lung region for chest X-ray (CXR) can help doctors diagnose many lung diseases. However, extreme lung shape changes and fuzzy lung regions caused by serious lung diseases may incorrectly make the automatic lung segmentation model. We improved the U-Net network by us...

Descripción completa

Detalles Bibliográficos
Autores principales: Liu, Wufeng, Luo, Jiaxin, Yang, Yan, Wang, Wenlian, Deng, Junkui, Yu, Liang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9127108/
https://www.ncbi.nlm.nih.gov/pubmed/35606509
http://dx.doi.org/10.1038/s41598-022-12743-y

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9127108/
https://www.ncbi.nlm.nih.gov/pubmed/35606509
http://dx.doi.org/10.1038/s41598-022-12743-y

Ejemplares similares