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The impact of uncertainty in hERG binding mechanism on in silico predictions of drug-induced proarrhythmic risk.

Chon Lok LeiDominic G WhittakerGary R Mirams
Published in: British journal of pharmacology (2023)
The approach developed in this study assesses the impact of uncertainty in hERG binding mechanisms on predictions of drug-induced proarrhythmic risk. For some compounds, these results imply the need for additional binding data to decrease uncertainty in safety-critical applications.
Keyphrases
  • drug induced
  • liver injury
  • dna binding
  • electronic health record
  • machine learning
  • deep learning