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Dual Transcriptomic and Molecular Machine Learning Predicts all Major Clinical Forms of Drug Cardiotoxicity

Computational methods can increase productivity of drug discovery pipelines, through overcoming challenges such as cardiotoxicity identification. We demonstrate prediction and preservation of cardiotoxic relationships for six drug-induced cardiotoxicity types using a machine learning approach on a l...

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Bibliografiske detaljer
Udgivet i:Front Pharmacol
Main Authors: Mamoshina, Polina, Bueno-Orovio, Alfonso, Rodriguez, Blanca
Format: Artigo
Sprog:Inglês
Udgivet: Frontiers Media S.A. 2020
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7253645/
https://ncbi.nlm.nih.gov/pubmed/32508633
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fphar.2020.00639
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