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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...
| Autores principales: | , , , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Springer International Publishing
2017
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5555960/ https://www.ncbi.nlm.nih.gov/pubmed/29086168 http://dx.doi.org/10.1186/s13321-017-0232-0 |