Design of lung nodules segmentation and recognition algorithm based on deep learning

BACKGROUND: Accurate segmentation and recognition algorithm of lung nodules has great important value of reference for early diagnosis of lung cancer. An algorithm is proposed for 3D CT sequence images in this paper based on 3D Res U-Net segmentation network and 3D ResNet50 classification network. T...

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Detalles Bibliográficos
Autores principales: Yu, Hui, Li, Jinqiu, Zhang, Lixin, Cao, Yuzhen, Yu, Xuyao, Sun, Jinglai
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8576909/
https://www.ncbi.nlm.nih.gov/pubmed/34749636
http://dx.doi.org/10.1186/s12859-021-04234-0

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8576909/
https://www.ncbi.nlm.nih.gov/pubmed/34749636
http://dx.doi.org/10.1186/s12859-021-04234-0

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