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Predicting compound activity from phenotypic profiles and chemical structures
Predicting assay results for compounds virtually using chemical structures and phenotypic profiles has the potential to reduce the time and resources of screens for drug discovery. Here, we evaluate the relative strength of three high-throughput data sources—chemical structures, imaging (Cell Painti...
Autores principales: | Moshkov, Nikita, Becker, Tim, Yang, Kevin, Horvath, Peter, Dancik, Vlado, Wagner, Bridget K., Clemons, Paul A., Singh, Shantanu, Carpenter, Anne E., Caicedo, Juan C. |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10082762/ https://www.ncbi.nlm.nih.gov/pubmed/37031208 http://dx.doi.org/10.1038/s41467-023-37570-1 |
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