Probabilistic-based prediction models offer a valuable alternative to traditional QSAR models for assessing the hERG blocking potential and cardiotoxicity of drug candidates.
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Wang et al. (2012) studied hERG ion channel affinity / cardio-toxicity. Probabilistic-based prediction models vs. Traditional QSAR models was evaluated on hERG inhibition prediction.
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