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FGCNSurv: dually fused graph convolutional network for multi-omics survival prediction

MOTIVATION: Survival analysis is an important tool for modeling time-to-event data, e.g. to predict the survival time of patient after a cancer diagnosis or a certain treatment. While deep neural networks work well in standard prediction tasks, it is still unclear how to best utilize these deep mode...

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Detalles Bibliográficos
Autores principales: Wen, Gang, Li, Limin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10412406/
https://www.ncbi.nlm.nih.gov/pubmed/37522887
http://dx.doi.org/10.1093/bioinformatics/btad472