Practical Applications of Deep Learning To Impute Heterogeneous Drug Discovery Data-Reference-Cited by-同舟云学术

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Practical Applications of Deep Learning To Impute Heterogeneous Drug Discovery Data

Published:2020-06-01 Issue:6 Volume:60 Page:2848-2857
ISSN:1549-9596
Container-title:Journal of Chemical Information and Modeling
language:en
Short-container-title:J. Chem. Inf. Model.

Author:

Irwin Benedict W. J.¹²^ORCID,Levell Julian R.³^ORCID,Whitehead Thomas M.⁴,Segall Matthew D.¹^ORCID,Conduit Gareth J.⁴²

Affiliation:

1. Optibrium Limited, Cambridge Innovation Park, Denny End Rd, Cambridge CB25 9PB, U.K.

2. Cavendish Laboratory, University of Cambridge, 19 JJ Thomson Avenue, Cambridge CB3 0HE, U.K.

3. Constellation Pharmaceuticals Inc., 215 First St Suite 200, Cambridge, Massachusetts 02142, United States

4. Intellegens Limited, Eagle Labs, 28 Chesterton Road, Cambridge CB4 3AZ, U.K.

Publisher

American Chemical Society (ACS)

Subject

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

Link

https://pubs.acs.org/doi/pdf/10.1021/acs.jcim.0c00443

Reference66 articles.

1. Deep learning

2. Deep learning in neural networks: An overview

3. The rise of deep learning in drug discovery

4. Is Multitask Deep Learning Practical for Pharma?

5. Large-scale comparison of machine learning methods for drug target prediction on ChEMBL

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