Articles with "classifier optimization" as a keyword



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A greedy classifier optimization strategy to assess ion channel blocking activity and pro-arrhythmia in hiPSC-cardiomyocytes

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Published in 2020 at "PLoS Computational Biology"

DOI: 10.1371/journal.pcbi.1008203

Abstract: Novel studies conducting cardiac safety assessment using human-induced pluripotent stem cell-derived cardiomyocytes (hiPSC-CMs) are promising but might be limited by their specificity and predictivity. It is often challenging to correctly classify ion channel blockers or… read more here.

Keywords: optimization strategy; classifier optimization; ion channel; greedy classifier ... See more keywords