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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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Shranjeno v:
Bibliografske podrobnosti
izdano v:BMC Bioinformatics
Main Authors: Feng, Jiarui, Zhang, Heming, Li, Fuhai
Format: Artigo
Jezik:Inglês
Izdano: BioMed Central 2021
Teme:
Online dostop: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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