4.7 Article

WebGLORE: a Web service for Grid LOgistic REgression

期刊

BIOINFORMATICS
卷 29, 期 24, 页码 3238-3240

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OXFORD UNIV PRESS
DOI: 10.1093/bioinformatics/btt559

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资金

  1. AHRQ [U13HS19564]
  2. NIH [R00LM0011392, U54HL108640]

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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.

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