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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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Enregistré dans:
Détails bibliographiques
Publié dans:Sci Rep
Auteurs principaux: Jamal, Salma, Goyal, Sukriti, Shanker, Asheesh, Grover, Abhinav
Format: Artigo
Langue:Inglês
Publié: Nature Publishing Group UK 2017
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC5429831/
https://ncbi.nlm.nih.gov/pubmed/28408735
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-017-00908-z
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