Transformer neural network for protein-specific de novo drug generation as a machine translation problem

Abstract Drug discovery for a protein target is a very laborious, long and costly process. Machine learning approaches and, in particular, deep generative networks can substantially reduce development time and costs. However, the majority of methods imply prior knowledge of protein binders, their ph...

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Autor principal: Daria Grechishnikova
Formato: article
Lenguaje:EN
Publicado: Nature Portfolio 2021
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Acceso en línea:https://doaj.org/article/1f6c9239101c4b9f8cd68c3e94e570ca
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