Chemical space mimicry for drug discovery
We describe a new library generation method, Machine-based Identification of Molecules Inside Characterized Space (MIMICS), that generates sets of molecules inspired by a text-based input. MIMICS-generated libraries were found to preserve distributions of properties while simultaneously increasing s...
Main Authors: | Yuan, W, Jiang, D, Nambiar, D, Liew, L, Hay, M, Bloomstein, J, Lu, P, Turner, B, Le, Q, Tibshirani, R, Khatri, P, Moloney, M, Koong, A |
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פורמט: | Journal article |
שפה: | English |
יצא לאור: |
American Chemical Society
2017
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