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BERTwalk for integrating gene networks to predict gene- to pathway-level properties

MOTIVATION: Graph representation learning is a fundamental problem in the field of data science with applications to integrative analysis of biological networks. Previous work in this domain was mostly limited to shallow representation techniques. A recent deep representation technique, BIONIC, has...

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Detalles Bibliográficos
Autores principales: Nasser, Rami, Sharan, Roded
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10336298/
https://www.ncbi.nlm.nih.gov/pubmed/37448813
http://dx.doi.org/10.1093/bioadv/vbad086