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Bioinformatics. 2013 Dec 15;29(24):3238-40. doi: 10.1093/bioinformatics/btt559. Epub 2013 Sep 25.

WebGLORE: a web service for Grid LOgistic REgression.

Author information

1
Division of Biomedical Informatics, University of California, San Diego, La Jolla, CA 92093, USA and Department of Electronic Engineering, Shanghai Jiao Tong University, Shanghai 200240, China.

Abstract

WebGLORE is a free web service that enables privacy-preserving construction of a global logistic regression model from distributed datasets that are sensitive. It only transfers aggregated local statistics (from participants) through Hypertext Transfer Protocol Secure to a trusted server, where the global model is synthesized. WebGLORE seamlessly integrates AJAX, JAVA Applet/Servlet and PHP technologies to provide an easy-to-use web service for biomedical researchers to break down policy barriers during information exchange.

AVAILABILITY AND IMPLEMENTATION:

http://dbmi-engine.ucsd.edu/webglore3/. WebGLORE can be used under the terms of GNU general public license as published by the Free Software Foundation.

PMID:
24072732
PMCID:
PMC3842761
DOI:
10.1093/bioinformatics/btt559
[Indexed for MEDLINE]
Free PMC Article
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