Deep CNN Model Using CT Radiomics Feature Mapping Recognizes EGFR Gene Mutation Status of Lung Adenocarcinoma

Deep CNN Model Using CT Radiomics Feature Mapping Recognizes EGFR Gene Mutation Status of Lung Adenocarcinoma

To recognize the epidermal growth factor receptor (EGFR) gene mutation status in lung adenocarcinoma (LADC) has become a prerequisite of deciding whether EGFR-tyrosine kinase inhibitor (EGFR-TKI) medicine can be used. Polymerase chain reaction assay or gene sequencing is for measuring EGFR status, h...

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Bibliographic Details
Main Authors: Baihua Zhang, Shouliang Qi, Xiaohuan Pan, Chen Li, Yudong Yao, Wei Qian, Yubao Guan
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-02-01
Series:Frontiers in Oncology
Subjects:
lung cancer
epidermal growth factor receptor mutation
deep learning
convolutional neural network
feature mapping
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2020.598721/full

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https://www.frontiersin.org/articles/10.3389/fonc.2020.598721/full

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