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Identification of repurposable drugs with beneficial effects on glucose control in type 2 diabetes using machine learning

Authors :
Gideon Koren
Galia Nordon
Kira Radinsky
Varda Shalev
Source :
Pharmacology Research & Perspectives, Vol 7, Iss 6, Pp n/a-n/a (2019)
Publication Year :
2019
Publisher :
Wiley, 2019.

Abstract

Abstract Despite effective medications, rates of uncontrolled glucose levels in type 2 diabetes remain high. We aimed to test the utility of machine learning applied to big data in identifying the potential role of concomitant drugs not taken for diabetes which may contribute to lowering blood glucose. Success in controlling blood glucose was defined as achieving HgA1c levels

Details

Language :
English
ISSN :
20521707
Volume :
7
Issue :
6
Database :
Directory of Open Access Journals
Journal :
Pharmacology Research & Perspectives
Publication Type :
Academic Journal
Accession number :
edsdoj.585b1c766010477e8812345fd6a822c9
Document Type :
article
Full Text :
https://doi.org/10.1002/prp2.529