Classification of pathological types of lung cancer from CT images by deep residual neural networks with transfer learning strategy

Lung cancer is one of the most harmful malignant tumors to human health. The accurate judgment of the pathological type of lung cancer is vital for treatment. Traditionally, the pathological type of lung cancer requires a histopathological examination to determine, which is invasive and time consumi...

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Bibliographic Details
Main Authors: Wang Shudong, Dong Liyuan, Wang Xun, Wang Xingguang
Format: Article
Language:English
Published: De Gruyter 2020-03-01
Series:Open Medicine
Subjects:
Online Access:http://www.degruyter.com/view/j/med.2020.15.issue-1/med-2020-0028/med-2020-0028.xml?format=INT