Classification of lung nodules in CT scans using three-dimensional deep convolutional neural networks with a checkpoint ensemble method

BACKGROUND: Accurately detecting and examining lung nodules early is key in diagnosing lung cancers and thus one of the best ways to prevent lung cancer deaths. Radiologists spend countless hours detecting small spherical-shaped nodules in computed tomography (CT) images. In addition, even after det...

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Detalles Bibliográficos
Autores principales: Jung, Hwejin, Kim, Bumsoo, Lee, Inyeop, Lee, Junhyun, Kang, Jaewoo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6276244/
https://www.ncbi.nlm.nih.gov/pubmed/30509191
http://dx.doi.org/10.1186/s12880-018-0286-0

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6276244/
https://www.ncbi.nlm.nih.gov/pubmed/30509191
http://dx.doi.org/10.1186/s12880-018-0286-0

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