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MERMAID: an open source automated hit-to-lead method based on deep reinforcement learning

The hit-to-lead process makes the physicochemical properties of the hit molecules that show the desired type of activity obtained in the screening assay more drug-like. Deep learning-based molecular generative models are expected to contribute to the hit-to-lead process. The simplified molecular inp...

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Detalles Bibliográficos
Autores principales: Erikawa, Daiki, Yasuo, Nobuaki, Sekijima, Masakazu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8626955/
https://www.ncbi.nlm.nih.gov/pubmed/34838134
http://dx.doi.org/10.1186/s13321-021-00572-6