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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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Detaylı Bibliyografya
Yayımlandı:BMC Med Imaging
Asıl Yazarlar: Jung, Hwejin, Kim, Bumsoo, Lee, Inyeop, Lee, Junhyun, Kang, Jaewoo
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: BioMed Central 2018
Konular:
Online Erişim: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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