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Beyond the hype: deep neural networks outperform established methods using a ChEMBL bioactivity benchmark set
The increase of publicly available bioactivity data in recent years has fueled and catalyzed research in chemogenomics, data mining, and modeling approaches. As a direct result, over the past few years a multitude of different methods have been reported and evaluated, such as target fishing, nearest...
Enregistré dans:
| Publié dans: | J Cheminform |
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| Auteurs principaux: | , , , , , , , |
| Format: | Artigo |
| Langue: | Inglês |
| Publié: |
Springer International Publishing
2017
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| Sujets: | |
| Accès en ligne: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5555960/ https://ncbi.nlm.nih.gov/pubmed/29086168 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s13321-017-0232-0 |
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