Toward an Expert Level of Lung Cancer Detection and Classification Using a Deep Convolutional Neural Network

BACKGROUND. Computed tomography (CT) is essential for pulmonary nodule detection in diagnosing lung cancer. As deep learning algorithms have recently been regarded as a promising technique in medical fields, we attempt to integrate a well‐trained deep learning algorithm to detect and classify pulmon...

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Bibliografske podrobnosti
izdano v:Oncologist
Main Authors: Zhang, Chao, Sun, Xing, Dang, Kang, Li, Ke, Guo, Xiao‐wei, Chang, Jia, Yu, Zong‐qiao, Huang, Fei‐yue, Wu, Yun‐sheng, Liang, Zhu, Liu, Zai‐yi, Zhang, Xue‐gong, Gao, Xing‐lin, Huang, Shao‐hong, Qin, Jie, Feng, Wei‐neng, Zhou, Tao, Zhang, Yan‐bin, Fang, Wei‐jun, Zhao, Ming‐fang, Yang, Xue‐ning, Zhou, Qing, Wu, Yi‐long, Zhong, Wen‐zhao
Format: Artigo
Jezik:Inglês
Izdano: John Wiley & Sons, Inc. 2019
Teme:
Cancer Diagnostics and Molecular Pathology
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC6738288/
https://ncbi.nlm.nih.gov/pubmed/30996009
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1634/theoncologist.2018-0908
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