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SurvNet: A Novel Deep Neural Network for Lung Cancer Survival Analysis With Missing Values

Survival analysis is important for guiding further treatment and improving lung cancer prognosis. It is a challenging task because of the poor distinguishability of features and the missing values in practice. A novel multi-task based neural network, SurvNet, is proposed in this paper. The proposed...

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Detalles Bibliográficos
Autores principales: Wang, Jianyong, Chen, Nan, Guo, Jixiang, Xu, Xiuyuan, Liu, Lunxu, Yi, Zhang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7855857/
https://www.ncbi.nlm.nih.gov/pubmed/33552965
http://dx.doi.org/10.3389/fonc.2020.588990