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Predicting neurological Adverse Drug Reactions based on biological, chemical and phenotypic properties of drugs using machine learning models

Adverse drug reactions (ADRs) have become one of the primary reasons for the failure of drugs and a leading cause of deaths. Owing to the severe effects of ADRs, there is an urgent need for the generation of effective models which can accurately predict ADRs during early stages of drug development b...

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Detalles Bibliográficos
Autores principales: Jamal, Salma, Goyal, Sukriti, Shanker, Asheesh, Grover, Abhinav
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5429831/
https://www.ncbi.nlm.nih.gov/pubmed/28408735
http://dx.doi.org/10.1038/s41598-017-00908-z