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Investigating the relevance of major signaling pathways in cancer survival using a biologically meaningful deep learning model

BACKGROUND: Survival analysis is an important part of cancer studies. In addition to the existing Cox proportional hazards model, deep learning models have recently been proposed in survival prediction, which directly integrates multi-omics data of a large number of genes using the fully connected d...

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Detalhes bibliográficos
Publicado no:BMC Bioinformatics
Main Authors: Feng, Jiarui, Zhang, Heming, Li, Fuhai
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7863359/
https://ncbi.nlm.nih.gov/pubmed/33546587
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-020-03850-6
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