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Published on: April 8, 2020
Similarity calculations using two-dimensional molecular representations
B C Allen1, G H Grant, W G Richards
1New Chemistry Laboratory, University of Oxford, South Parks Road, Oxford OX1 3QT.
Abstract:
Molecular similarity calculations are important for rational drug design. Time constraints prevent these techniques being used on large data sets or on large molecules. By reducing the molecular representation to a two-dimensional form, the alignment of the molecules can be greatly speeded up. The accuracy of the resulting similarity values can be improved by using a neural network.
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