Automatic segmentation of pulmonary lobes on low-dose computed tomography using deep learning

BACKGROUND: To develop and validate a fully automated deep learning-based segmentation algorithm to segment pulmonary lobe on low-dose computed tomography (LDCT) images. METHODS: This study presents an automatic segmentation of pulmonary lobes using a fully convolutional neural network named dense V...

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Detalhes bibliográficos
Publicado no:Ann Transl Med
Main Authors: Zhang, Zewei, Ren, Jialiang, Tao, Xiuli, Tang, Wei, Zhao, Shijun, Zhou, Lina, Huang, Yao, Wang, Jianwei, Wu, Ning
Formato: Artigo
Idioma:Inglês
Publicado em: AME Publishing Company 2021
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Original Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7944332/
https://ncbi.nlm.nih.gov/pubmed/33708918
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.21037/atm-20-5060
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