Literature DB >> 24072732

WebGLORE: a web service for Grid LOgistic REgression.

Wenchao Jiang1, Pinghao Li, Shuang Wang, Yuan Wu, Meng Xue, Lucila Ohno-Machado, Xiaoqian Jiang.   

Abstract

UNLABELLED: 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.

Entities:  

Mesh:

Year:  2013        PMID: 24072732      PMCID: PMC3842761          DOI: 10.1093/bioinformatics/btt559

Source DB:  PubMed          Journal:  Bioinformatics        ISSN: 1367-4803            Impact factor:   6.937


  3 in total

1.  Early diagnosis of acute myocardial infarction using clinical and electrocardiographic data at presentation: derivation and evaluation of logistic regression models.

Authors:  R L Kennedy; A M Burton; H S Fraser; L N McStay; R F Harrison
Journal:  Eur Heart J       Date:  1996-08       Impact factor: 29.983

2.  EXpectation Propagation LOgistic REgRession (EXPLORER): distributed privacy-preserving online model learning.

Authors:  Shuang Wang; Xiaoqian Jiang; Yuan Wu; Lijuan Cui; Samuel Cheng; Lucila Ohno-Machado
Journal:  J Biomed Inform       Date:  2013-04-04       Impact factor: 6.317

3.  Grid Binary LOgistic REgression (GLORE): building shared models without sharing data.

Authors:  Yuan Wu; Xiaoqian Jiang; Jihoon Kim; Lucila Ohno-Machado
Journal:  J Am Med Inform Assoc       Date:  2012-04-17       Impact factor: 4.497

  3 in total
  23 in total

1.  A Scalable Privacy-preserving Data Generation Methodology for Exploratory Analysis.

Authors:  Jaideep Vaidya; Basit Shafiq; Muazzam Asani; Nabil Adam; Xiaoqian Jiang; Lucila Ohno-Machado
Journal:  AMIA Annu Symp Proc       Date:  2018-04-16

Review 2.  Genome privacy: challenges, technical approaches to mitigate risk, and ethical considerations in the United States.

Authors:  Shuang Wang; Xiaoqian Jiang; Siddharth Singh; Rebecca Marmor; Luca Bonomi; Dov Fox; Michelle Dow; Lucila Ohno-Machado
Journal:  Ann N Y Acad Sci       Date:  2016-09-28       Impact factor: 5.691

3.  Embracing study heterogeneity for finding genetic interactions in large-scale research consortia.

Authors:  Yulun Liu; Jing Huang; Ryan J Urbanowicz; Kun Chen; Elisabetta Manduchi; Casey S Greene; Jason H Moore; Paul Scheet; Yong Chen
Journal:  Genet Epidemiol       Date:  2019-10-04       Impact factor: 2.135

4.  A system to build distributed multivariate models and manage disparate data sharing policies: implementation in the scalable national network for effectiveness research.

Authors:  Daniella Meeker; Xiaoqian Jiang; Michael E Matheny; Claudiu Farcas; Michel D'Arcy; Laura Pearlman; Lavanya Nookala; Michele E Day; Katherine K Kim; Hyeoneui Kim; Aziz Boxwala; Robert El-Kareh; Grace M Kuo; Frederic S Resnic; Carl Kesselman; Lucila Ohno-Machado
Journal:  J Am Med Inform Assoc       Date:  2015-07-03       Impact factor: 4.497

5.  pSCANNER: patient-centered Scalable National Network for Effectiveness Research.

Authors:  Lucila Ohno-Machado; Zia Agha; Douglas S Bell; Lisa Dahm; Michele E Day; Jason N Doctor; Davera Gabriel; Maninder K Kahlon; Katherine K Kim; Michael Hogarth; Michael E Matheny; Daniella Meeker; Jonathan R Nebeker
Journal:  J Am Med Inform Assoc       Date:  2014-04-29       Impact factor: 4.497

6.  Development of a web service for analysis in a distributed network.

Authors:  Xiaoqian Jiang; Yuan Wu; Keith Marsolo; Lucila Ohno-Machado
Journal:  EGEMS (Wash DC)       Date:  2014-12-26

7.  Grid multi-category response logistic models.

Authors:  Yuan Wu; Xiaoqian Jiang; Shuang Wang; Wenchao Jiang; Pinghao Li; Lucila Ohno-Machado
Journal:  BMC Med Inform Decis Mak       Date:  2015-02-18       Impact factor: 2.796

8.  Inverse probability weighted Cox model in multi-site studies without sharing individual-level data.

Authors:  Di Shu; Kazuki Yoshida; Bruce H Fireman; Sengwee Toh
Journal:  Stat Methods Med Res       Date:  2019-08-26       Impact factor: 3.021

9.  Software-Enabled Distributed Network Governance: The PopMedNet Experience.

Authors:  Melanie Davies; Kyle Erickson; Zachary Wyner; Jessica Malenfant; Rob Rosen; Jeffrey Brown
Journal:  EGEMS (Wash DC)       Date:  2016-03-30

10.  Secure Multi-pArty Computation Grid LOgistic REgression (SMAC-GLORE).

Authors:  Haoyi Shi; Chao Jiang; Wenrui Dai; Xiaoqian Jiang; Yuzhe Tang; Lucila Ohno-Machado; Shuang Wang
Journal:  BMC Med Inform Decis Mak       Date:  2016-07-25       Impact factor: 2.796

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