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A Survey of Multi‐task Learning Methods in Chemoinformatics

Despite the increasing volume of available data, the proportion of experimentally measured data remains small compared to the virtual chemical space of possible chemical structures. Therefore, there is a strong interest in simultaneously predicting different ADMET and biological properties of molecu...

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Detalles Bibliográficos
Autores principales: Sosnin, Sergey, Vashurina, Mariia, Withnall, Michael, Karpov, Pavel, Fedorov, Maxim, Tetko, Igor V.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6587441/
https://www.ncbi.nlm.nih.gov/pubmed/30499195
http://dx.doi.org/10.1002/minf.201800108