MolTrans: Molecular Interaction Transformer for drug–target interaction prediction
Author:
Affiliation:
1. Health Data Science, Harvard University, Boston, MA 02120, USA
2. Analytics Center of Excellence, IQVIA, Cambridge, MA 02139, USA
3. Department of Computer Science, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
Abstract
Funder
National Science Foundation
National Institute of Health
IQVIA
Publisher
Oxford University Press (OUP)
Subject
Computational Mathematics,Computational Theory and Mathematics,Computer Science Applications,Molecular Biology,Biochemistry,Statistics and Probability
Link
http://academic.oup.com/bioinformatics/advance-article-pdf/doi/10.1093/bioinformatics/btaa880/35204223/btaa880.pdf
Reference39 articles.
1. UniProtKB/Swiss-Prot
2. High-throughput screening for drug discovery;Broach;Nature,1996
3. propy: a tool to generate various modes of Chou’s PseAAC;Cao;Bioinformatics,2013
4. Comprehensive analysis of kinase inhibitor selectivity;Davis;Nat. Biotechnol,2011
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