Out-of-the-box deep learning prediction of pharmaceutical properties by broadly learned knowledge-based molecular representations

Published in Nature Machine Intelligence, 2021

Recommended citation: Shen W X, Zeng X, Zhu F, et al. Out-of-the-box deep learning prediction of pharmaceutical properties by broadly learned knowledge-based molecular representations[J]. Nature Machine Intelligence, 2021, 3(4): 334-343. https://www.nature.com/articles/s42256-021-00301-6

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Example of the 2D feature maps for the samll moleculars:

2D image-like Fmap