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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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| Publicado no: | BMC Med Imaging |
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| Main Authors: | , , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
BioMed Central
2018
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6276244/ https://ncbi.nlm.nih.gov/pubmed/30509191 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12880-018-0286-0 |
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