We observed a clear trend in the repartition of determination coefficients, as better performing models were built on compounds showing the most cytotoxic phenotypes, and hence the biggest drop in cell counts with comparison to non-toxic treatments (or controls).
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Drug-induced cytotoxicity prediction in muscle cells, an application of the Cell Painting assay.
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