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Performance of Machine Learning Algorithms for Qualitative and Quantitative Prediction Drug Blockade of hERG1 channel

Drug-induced abnormal heart rhythm known as Torsades de Pointes (TdP) is a potential lethal ventricular tachycardia found in many patients. Even newly released anti-arrhythmic drugs, like ivabradine with HCN channel as a primary target, block the hERG potassium current in overlapping concentration i...

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Bibliografske podrobnosti
izdano v:Comput Toxicol
Main Authors: Wacker, Soren, Noskov, Sergei Yu.
Format: Artigo
Jezik:Inglês
Izdano: 2017
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC5967266/
https://ncbi.nlm.nih.gov/pubmed/29806042
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.comtox.2017.05.001
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