Corpus ID: 15529380

A Framework for Reproducible, Interactive Research: Application to health and social sciences

@article{Vissoci2013AFF,
  title={A Framework for Reproducible, Interactive Research: Application to health and social sciences},
  author={J. Vissoci and C. Garcia and L. Andrade and Jose Eduardo Santana and A. Zaveri and R. Pietrobon},
  journal={ArXiv},
  year={2013},
  volume={abs/1304.5688}
}
  • J. Vissoci, C. Garcia, +3 authors R. Pietrobon
  • Published 2013
  • Computer Science, Mathematics
  • ArXiv
  • The aim of this article is to introduce a reporting framework for reproducible, interactive research applied to Big Clinical Data, based on open source technologies. The framework is constituted by the following three axes: (i) data, (ii) analytical codes and (iii) dissemination. In this paper, different documentation formats and online repositories are introduced. To integrate and manage the reproducible contents, we propose the R Language as the tool of choice. All the information is then… CONTINUE READING
    3 Citations

    Figures and Topics from this paper

    Explore Further: Topics Discussed in This Paper

    Linked Data for Life Sciences
    • 7
    • PDF

    References

    SHOWING 1-10 OF 41 REFERENCES
    Reproducible epidemiologic research.
    • 244
    • PDF
    Open science and reproducible research
    • 29
    • PDF
    Big data: The next frontier for innovation, competition, and productivity
    • 4,427
    • PDF
    Reproducible Research in Computational Science
    • 895
    • PDF
    Available: www. rstudio.com
    • Accessed
    • 2013
    Shiny: web applications framework for R. Available: http://cran.r-project.org/web/ packages/shiny/index.html
    • Shiny: web applications framework for R. Available: http://cran.r-project.org/web/ packages/shiny/index.html
    • 2013
    Statistical Analysis System - SAS
    • Available: http://www.sas. com.Accessed 18 April
    • 2013
    2013).Total Hip Arthoplasty Complications Prevalence Meta-analysis at 5, 15 and 20 years
    • followup.Available: http: //dx.doi.org/10.6084/m9.Accessed
    • 2013
    3D Visualization package (OpenGL)
    • Avaliable: http://cran.r-project.org/web/ packages/rgl/index.html. Accessed
    • 2013