Implementation Strategy of a CNN Model Affects the Performance of CT Assessment of EGFR Mutation Status in Lung Cancer Patients

Implementation Strategy of a CNN Model Affects the Performance of CT Assessment of EGFR Mutation Status in Lung Cancer Patients

To compare CNN models implemented using different strategies in the CT assessment of EGFR mutation status in patients with lung adenocarcinoma. 1,010 consecutive lung adenocarcinoma patients with known EGFR mutation status were randomly divided into a training set (n = 810) and a testing set (n = 20...

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Bibliographic Details
Main Authors: Junfeng Xiong, Xiaoyang Li, Lin Lu, Lawrence H. Schwartz, Xiaolong Fu, Jun Zhao, Binsheng Zhao
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
CNN
EGFR
implementation strategy
Online Access:https://ieeexplore.ieee.org/document/8713576/

Internet

https://ieeexplore.ieee.org/document/8713576/

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