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Biological representation of chemicals using latent target interaction profile

BACKGROUND: Computational prediction of a phenotypic response upon the chemical perturbation on a biological system plays an important role in drug discovery, and many other applications. Chemical fingerprints are a widely used feature to build machine learning models. However, the fingerprints that...

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Detalles Bibliográficos
Autores principales: Ayed, Mohamed, Lim, Hansaim, Xie, Lei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6924142/
https://www.ncbi.nlm.nih.gov/pubmed/31861982
http://dx.doi.org/10.1186/s12859-019-3241-3