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Biomedical Informatics on the Cloud: A Treasure Hunt for Advancing Cardiovascular Medicine.

Authors :
Ping P
Hermjakob H
Polson JS
Benos PV
Wang W
Source :
Circulation research [Circ Res] 2018 Apr 27; Vol. 122 (9), pp. 1290-1301.
Publication Year :
2018

Abstract

In the digital age of cardiovascular medicine, the rate of biomedical discovery can be greatly accelerated by the guidance and resources required to unearth potential collections of knowledge. A unified computational platform leverages metadata to not only provide direction but also empower researchers to mine a wealth of biomedical information and forge novel mechanistic insights. This review takes the opportunity to present an overview of the cloud-based computational environment, including the functional roles of metadata, the architecture schema of indexing and search, and the practical scenarios of machine learning-supported molecular signature extraction. By introducing several established resources and state-of-the-art workflows, we share with our readers a broadly defined informatics framework to phenotype cardiovascular health and disease.<br /> (© 2018 American Heart Association, Inc.)

Details

Language :
English
ISSN :
1524-4571
Volume :
122
Issue :
9
Database :
MEDLINE
Journal :
Circulation research
Publication Type :
Academic Journal
Accession number :
29700073
Full Text :
https://doi.org/10.1161/CIRCRESAHA.117.310967