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Efficient virtual high-content screening using a distance-aware transformer model

Molecular similarity search is an often-used method in drug discovery, especially in virtual screening studies. While simple one- or two-dimensional similarity metrics can be applied to search databases containing billions of molecules in a reasonable amount of time, this is not the case for complex...

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Detalles Bibliográficos
Autores principales: Sellner, Manuel S., Mahmoud, Amr H., Lill, Markus A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9906956/
https://www.ncbi.nlm.nih.gov/pubmed/36755346
http://dx.doi.org/10.1186/s13321-023-00686-z