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Fully Automated Lung Lobe Segmentation in Volumetric Chest CT with 3D U-Net: Validation with Intra- and Extra-Datasets

Lung lobe segmentation in chest CT has been used for the analysis of lung functions and surgical planning. However, accurate lobe segmentation is difficult as 80% of patients have incomplete and/or fake fissures. Furthermore, lung diseases such as chronic obstructive pulmonary disease (COPD) can inc...

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Detalhes bibliográficos
Publicado no:J Digit Imaging
Main Authors: Park, Jongha, Yun, Jihye, Kim, Namkug, Park, Beomhee, Cho, Yongwon, Park, Hee Jun, Song, Mijeong, Lee, Minho, Seo, Joon Beom
Formato: Artigo
Idioma:Inglês
Publicado em: Springer International Publishing 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7064651/
https://ncbi.nlm.nih.gov/pubmed/31152273
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s10278-019-00223-1
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