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Self-organizing Neural Networks for Modeling Robust 3D and 4D QSAR: Application to Dihydrofolate Reductase Inhibitors

Tomasz Magdziarz, Rafal Gieleciak, Andrzej Bak and 1 more

Molecules · 2004

doi:10.3390/91201148 (opens in a new tab)

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Abstract

We have used SOM and grid 3D and 4D QSAR schemes for modeling the activity of a series of dihydrofolate reductase inhibitors. Careful analysis of the performance and external predictivities proves that this method can provide an efficient inhibition model.

Abstract licence: CC BY

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