What is it about?
This article is about how people can utilize the data across different sites without directly pulling all data together. COINSTAC facilitates the privacy-enabled data sharing. The decentralized algorithms applied in this platform use only the derivatives to generate global models based on all data across sites.
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Why is it important?
COINSTAC removes several hurdles to data-sharing. First, COINSTAC help the researchers or the analysts avoid high hardware cost and intensive labor involved in centralized data sharing. Second, COINSTAC also make it possible to share sensitive data via preserving the data privacy.
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This page is a summary of: COINSTAC: Decentralizing the future of brain imaging analysis, F1000Research, August 2017, Faculty of 1000, Ltd.,
DOI: 10.12688/f1000research.12353.1.
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