Automated segmentation and diagnosis of pneumothorax on chest X-rays with fully convolutional multi-scale ScSE-DenseNet: a retrospective study

BACKGROUND: Pneumothorax (PTX) may cause a life-threatening medical emergency with cardio-respiratory collapse that requires immediate intervention and rapid treatment. The screening and diagnosis of pneumothorax usually rely on chest radiographs. However, the pneumothoraces in chest X-rays may be v...

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Detalles Bibliográficos
Autores principales: Wang, Qingfeng, Liu, Qiyu, Luo, Guoting, Liu, Zhiqin, Huang, Jun, Zhou, Yuwei, Zhou, Ying, Xu, Weiyun, Cheng, Jie-Zhi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7739478/
https://www.ncbi.nlm.nih.gov/pubmed/33323117
http://dx.doi.org/10.1186/s12911-020-01325-5

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