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...

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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
格式: Journal article
语言:English
出版: American Chemical Society 2017