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A computational approach to drug repurposing using graph neural networks

Drug repurposing is an approach to identify new medical indications of approved drugs. This work presents a graph neural network drug repurposing model, which we refer to as GDRnet, to efficiently screen a large database of approved drugs and predict the possible treatment for novel diseases. We pos...

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Detalles Bibliográficos
Autores principales: Doshi, Siddhant, Chepuri, Sundeep Prabhakar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier Ltd. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9429273/
https://www.ncbi.nlm.nih.gov/pubmed/36228466
http://dx.doi.org/10.1016/j.compbiomed.2022.105992