Login / Signup

IPDmada: An R Shiny tool for analyzing and visualizing individual patient data meta-analyses of diagnostic test accuracy.

Junfeng WangWillem R KeustersLingzi WenMariska M G Leeflang
Published in: Research synthesis methods (2020)
IPDmada is a newly developed web-based tool for performing statistical analysis of individual patient data meta-analysis of diagnostic accuracy and visualizing the results. The tool is freely available to all the researchers, and requiring no installation of statistical software/packages. The tool has an user-friendly interface, and allows meta-analysis on both dichotomized and continuous test results. Researchers can easily use this tool to investigate the threshold effect and covariate effect on the summary accuracy. The introduction and implementation of IPDmada will serve as a useful tool for DTA IPD-MA and increase the quality of such studies.
Keyphrases
  • systematic review
  • meta analyses
  • randomized controlled trial
  • big data
  • case control
  • artificial intelligence