A deep learning-based framework for lung cancer survival analysis with biomarker interpretation.

Cui, Lei; Li, Hansheng; Hui, Wenli; Chen, Sitong; Yang, Lin; Kang, Yuxin; Bo, Qirong; Feng, Jun

Cui, Lei; Li, Hansheng; Hui, Wenli; Chen, Sitong; Yang, Lin; Kang, Yuxin; Bo, Qirong; Feng, Jun.

Afiliação

Cui L; Department of Information Science and Technology, Northwest University, Xi'an, China.
Li H; Department of Information Science and Technology, Northwest University, Xi'an, China.
Hui W; The College of Life Sciences, Northwest University, Xi'an, China.
Chen S; The College of Life Sciences, Northwest University, Xi'an, China.
Yang L; The College of Life Sciences, Northwest University, Xi'an, China.
Kang Y; Department of Information Science and Technology, Northwest University, Xi'an, China.
Bo Q; Department of Information Science and Technology, Northwest University, Xi'an, China.
Feng J; Department of Information Science and Technology, Northwest University, Xi'an, China. fengjun@nwu.edu.cn.

BMC Bioinformatics ; 21(1): 112, 2020 Mar 18.

Article em En | MEDLINE | ID: mdl-32183709

Assuntos

Biomarcadores/análise; Neoplasias Pulmonares/mortalidade; Análise de Sobrevida; Algoritmos; Aprendizado Profundo; Feminino; Humanos; Estimativa de Kaplan-Meier; Neoplasias Pulmonares/genética; Masculino; Redes Neurais de Computação; Modelos de Riscos Proporcionais

Palavras-chave

Cell detection; Deep learning; Feature learning; Survival analysis

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Biomarcadores / Análise de Sobrevida / Neoplasias Pulmonares Idioma: En Ano de publicação: 2020 Tipo de documento: Article

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