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} }
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
Figures and Topics from this paper
Figures
3 Citations
Road Traffic Injury Prevention Initiatives: A Systematic Review and Metasummary of Effectiveness in Low and Middle Income Countries
- Medicine
- PloS one
- 2016
- 80
- PDF
Agreement of olecranon fractures before and after the exposure to four classification systems.
- Medicine
- Journal of shoulder and elbow surgery
- 2015
- 4
References
SHOWING 1-10 OF 41 REFERENCES
Reproducible Research: Moving toward Research the Public Can Really Trust
- Medicine
- Annals of Internal Medicine
- 2007
- 173
Open science and reproducible research
- Medicine, Computer Science
- BMJ : British Medical Journal
- 2012
- 29
- 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