Multi-view secondary input collaborative deep learning for lung nodule 3D segmentation

BACKGROUND: Convolutional neural networks (CNNs) have been extensively applied to two-dimensional (2D) medical image segmentation, yielding excellent performance. However, their application to three-dimensional (3D) nodule segmentation remains a challenge. METHODS: In this study, we propose a multi-...

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Detalles Bibliográficos
Autores principales: Dong, Xianling, Xu, Shiqi, Liu, Yanli, Wang, Aihui, Saripan, M. Iqbal, Li, Li, Zhang, Xiaolei, Lu, Lijun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7395980/
https://www.ncbi.nlm.nih.gov/pubmed/32738913
http://dx.doi.org/10.1186/s40644-020-00331-0

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7395980/
https://www.ncbi.nlm.nih.gov/pubmed/32738913
http://dx.doi.org/10.1186/s40644-020-00331-0

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