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Exploiting Machine Learning for End-To-End Drug Discovery and Development

A variety of machine learning methods such as Naïve Bayesian, support vector machines and more recently deep neural networks are demonstrating their utility for drug discovery and development. These leverage the generally bigger data sets created from high throughput screening data and allow predict...

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Publicat a:Nat Mater
Autors principals: Ekins, Sean, Puhl, Ana C., Zorn, Kimberley M., Lane, Thomas R., Russo, Daniel P., Klein, Jennifer J., Hickey, Anthony J., Clark, Alex M.
Format: Artigo
Idioma:Inglês
Publicat: 2019
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC6594828/
https://ncbi.nlm.nih.gov/pubmed/31000803
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41563-019-0338-z
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