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Inhibitors for the hepatitis C virus RNA polymerase explored by SAR with advanced machine learning methods
Hepatitis C virus (HCV) is a global health challenge, affecting approximately 200 million people worldwide. In this study we developed SAR models with advanced machine learning classifiers Random Forest and k Nearest Neighbor Simulated Annealing for 679 small molecules with measured inhibition activ...
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| Main Authors: | , , , , , , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
2013
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC3653294/ https://ncbi.nlm.nih.gov/pubmed/23608107 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.bmc.2013.03.032 |
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