Constructing knowledge graphs and their biomedical applications

Knowledge graphs can support many biomedical applications. These graphs represent biomedical concepts and relationships in the form of nodes and edges. In this review, we discuss how these graphs are constructed and applied with a particular focus on how machine learning approaches are changing thes...

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Bibliographic Details
Published in:	Computational and structural biotechnology journal Vol. 18; pp. 1414 - 1428
Main Authors:	Nicholson, David N., Greene, Casey S.
Format:	Journal Article
Language:	English
Published:	Netherlands Elsevier B.V 01.01.2020 Research Network of Computational and Structural Biotechnology Elsevier
Subjects:	automation biotechnology genomics knowledge graphs Lterature review Machine learning medicine Natural language processing Network embeddings Review Text mining Text mining Network embeddings Natural language processing Lterature review knowledge graphs Machine learning
ISSN:	2001-0370, 2001-0370
Online Access:	Get full text
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