A k-nearest neighbor classification of hERG K+ channel blockers

A series of 172 molecular structures that block the hERG K+ channel were used to develop a classification model where, initially, eight types of PaDEL fingerprints were used for k-nearest neighbor model development. A consensus model constructed using Extended-CDK, PubChem and Substructure count fin...

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Bibliographic Details
Main Authors: Chavan, Swapnil, Abdelaziz, Ahmed, Wiklander, Jesper G., Nicholls, Ian A.
Format: Online
Language:English
Published: Springer International Publishing 2016
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4802000/