Development of artificial neural network models to predict the PAMPA effective permeability of new, orally administered drugs active against the coronavirus SARS-CoV-2.

The geometric descriptor FNSA.3, which combines the surface area and partial charge information (charge weighted partial negative surface area/total molecular surface area) was estimated by the ANN models as highly significant, which is in accord with previous reports (14–19).

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