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DrugRep-HeSiaGraph: when heterogenous siamese neural network meets knowledge graphs for drug repurposing

BACKGROUND: Drug repurposing is an approach that holds promise for identifying new therapeutic uses for existing drugs. Recently, knowledge graphs have emerged as significant tools for addressing the challenges of drug repurposing. However, there are still major issues with constructing and embeddin...

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Detalles Bibliográficos
Autores principales: Ghorbanali, Zahra, Zare-Mirakabad, Fatemeh, Salehi, Najmeh, Akbari, Mohammad, Masoudi-Nejad, Ali
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10548718/
https://www.ncbi.nlm.nih.gov/pubmed/37789314
http://dx.doi.org/10.1186/s12859-023-05479-7

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