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

Zhang, Baihua; Qi, Shouliang; Pan, Xiaohuan; Li, Chen; Yao, Yudong; Qian, Wei; Guan, Yubao

Zhang, Baihua; Qi, Shouliang; Pan, Xiaohuan; Li, Chen; Yao, Yudong; Qian, Wei; Guan, Yubao.

Afiliação

Zhang B; College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China.
Qi S; College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China.
Pan X; Key Laboratory of Intelligent Computing in Medical Image, Ministry of Education, Northeastern University, Shenyang, China.
Li C; Department of Radiology, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China.
Yao Y; College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China.
Qian W; Department of Electrical and Computer Engineering, Stevens Institute of Technology, Hoboken, NJ, United States.
Guan Y; Department of Electrical and Computer Engineering, University of Texas at El Paso, El Paso, TX, United States.

Front Oncol ; 10: 598721, 2020.

Article em En | MEDLINE | ID: mdl-33643902

Palavras-chave

convolutional neural network; deep learning; epidermal growth factor receptor mutation; feature mapping; lung cancer

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Prognostic_studies Idioma: En Ano de publicação: 2020 Tipo de documento: Article

Texto completo

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Prognostic_studies Idioma: En Ano de publicação: 2020 Tipo de documento: Article