DeepLRHE: A Deep Convolutional Neural Network Framework to Evaluate the Risk of Lung Cancer Recurrence and Metastasis From Histopathology Images

DeepLRHE: A Deep Convolutional Neural Network Framework to Evaluate the Risk of Lung Cancer Recurrence and Metastasis From Histopathology Images

It is critical for patients who cannot undergo eradicable surgery to predict the risk of lung cancer recurrence and metastasis; therefore, the physicians can design the appropriate adjuvant therapy plan. However, traditional circulating tumor cell (CTC) detection or next-generation sequencing (NGS)-...

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Bibliographic Details
Main Authors: Zhijun Wu, Lin Wang, Churong Li, Yongcong Cai, Yuebin Liang, Xiaofei Mo, Qingqing Lu, Lixin Dong, Yonggang Liu
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-08-01
Series:Frontiers in Genetics
Subjects:
lung cancer
recurrence
hematoxylin and eosin staining
histopathological image
convolutional neural network
Online Access:https://www.frontiersin.org/article/10.3389/fgene.2020.00768/full

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