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eToxPred: a machine learning-based approach to estimate the toxicity of drug candidates

BACKGROUND: The efficiency of drug development defined as a number of successfully launched new pharmaceuticals normalized by financial investments has significantly declined. Nonetheless, recent advances in high-throughput experimental techniques and computational modeling promise reductions in the...

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Detalles Bibliográficos
Autores principales: Pu, Limeng, Naderi, Misagh, Liu, Tairan, Wu, Hsiao-Chun, Mukhopadhyay, Supratik, Brylinski, Michal
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6325674/
https://www.ncbi.nlm.nih.gov/pubmed/30621790
http://dx.doi.org/10.1186/s40360-018-0282-6

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