Protein Family-Specific Models Using Deep Neural Networks and Transfer Learning Improve Virtual Screening and Highlight the Need for More Data-Reference-Cited by-同舟云学术

Protein Family-Specific Models Using Deep Neural Networks and Transfer Learning Improve Virtual Screening and Highlight the Need for More Data

Author:

Imrie Fergus¹^ORCID,Bradley Anthony R.²³⁴,van der Schaar Mihaela⁵⁶,Deane Charlotte M.¹^ORCID

Affiliation:

1. Oxford Protein Informatics Group, Department of Statistics, University of Oxford, Oxford OX1 3LB, U.K.

2. Structural Genomics Consortium, University of Oxford, Oxford OX3 7DQ, U.K.

3. Department of Chemistry, University of Oxford, Oxford OX1 3TA, U.K.

4. Diamond Light Source Ltd., Didcot OX11 0DE, U.K.

5. Department of Engineering, University of Oxford, Oxford OX1 3PJ, U.K.

6. Alan Turing Institute, London NW1 2DB, U.K.

Funder

Engineering and Physical Sciences Research Council

Publisher

American Chemical Society (ACS)

Subject

Library and Information Sciences,Computer Science Applications,General Chemical Engineering,General Chemistry

Link

Reference54 articles.

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