dssurvivalshiny

This is a package with miscellaneous tools, a set of computational tools and a graphical user interface (GUI) for privacy preserving federated survival model meta-analysis using the DataSHIELD platform. The primary function is to enable data and model documentation.

https://github.com/neelsoumya/dssurvivalshiny

Science Score: 44.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
    Found CITATION.cff file
  • codemeta.json file
    Found codemeta.json file
  • .zenodo.json file
    Found .zenodo.json file
  • DOI references
  • Academic publication links
  • Academic email domains
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (13.0%) to scientific vocabulary

Keywords

clinical-informatics clinical-information-system data-documentation datashield meta-analysis
Last synced: 6 months ago · JSON representation ·

Repository

This is a package with miscellaneous tools, a set of computational tools and a graphical user interface (GUI) for privacy preserving federated survival model meta-analysis using the DataSHIELD platform. The primary function is to enable data and model documentation.

Basic Info
  • Host: GitHub
  • Owner: neelsoumya
  • License: gpl-3.0
  • Language: R
  • Default Branch: master
  • Homepage:
  • Size: 11.7 MB
Statistics
  • Stars: 2
  • Watchers: 1
  • Forks: 1
  • Open Issues: 1
  • Releases: 0
Topics
clinical-informatics clinical-information-system data-documentation datashield meta-analysis
Created about 5 years ago · Last pushed almost 2 years ago
Metadata Files
Readme Contributing License Citation

README.md

Introduction

This is a package with miscellaneous tools, a set of computational tools and a graphical user interface (GUI) for privacy preserving federated survival model meta-analysis using the DataSHIELD platform. The primary function is to enable data and model documentation.

  • inst/shinyApp

    • folder with all R files
  • installerR.R and installerunix.sh

    • installation scripts in R and UNIX
  • RUN.R

    • script to start shiny server
    • R --no-save < RUN.R
  • syntheticdatagenerator.R

    • script to generate synthetic data
    • R --no-save < syntheticdatagenerator.R
  • buildmantest.R

    • script to build manuals and test code (testing script)
    • R --no-save < buildmantest.R
  • buildmantestgitadd.sh

    • shell script to build manuals, test code and commit to git all documentation
    • ./buildmantestgitadd.sh
  • vignettes

    • tutorials and vignettes
  • misc

    • miscellaneous scripts for basic scripts and tutorials
  • NAMESPACE, DESCRIPTION

    • files for package
  • Dockerfile, shiny-server.conf, shiny-server.sh

    • files for Docker and vagrant
    • adapted from
      • https://github.com/isglobal-brge/ShinyDataSHIELD
    • see the following for more on how to run and compile
      • https://blog.zenika.com/2014/10/07/setting-up-a-development-environment-using-docker-and-vagrant/
      • https://data2knowledge.atlassian.net/wiki/spaces/DSDEV/pages/367656962/Vagrant
      • https://data2knowledge.atlassian.net/wiki/spaces/DSDEV/pages/12943447/Build+your+own+DataSHIELD+VMs
      • https://docs.github.com/en/packages/guides/configuring-docker-for-use-with-github-packages
  • Link to demo website

    • Demo GUI shiny server

      • forthcoming
    • Demo VM running on Cambridge server

      • Forthcoming
    • Opal server

      • https://opal-demo.obiba.org/ui/index.html#!admin
    • Synthetic data

      • Forthcoming

Usage

Install ShinySurvivalDataSHIELD package, load package and run

```R

    install.packages('devtools')

    library(devtools)

    devtools::install_github('neelsoumya/dsSurvivalShiny')

    library(dsSurvivalShiny)

    dsSurvivalShiny::app()

    OR

    R --no-save < installer_R.R

    R --no-save < RUN.R

```

  • Screenshot of graphical user interface

    Screenshot of GUI

  • Presentations

    • presentation folder

Citation

  • Forthcoming

Contact

  • Soumya Banerjee

  • https://github.com/neelsoumya/dsSurvivalShiny

  • sb2333@cam.ac.uk

    • Acknowledgements
  • DataSHIELD technical team

What is this repository for?

  • Quick summary

    • GUI for data and model documentation and meta-analysis of federated survival models

How do I get set up?

  • Summary of installation

```R

    install.packages('devtools')

    library(devtools)

    devtools::install_github('neelsoumya/dsSurvivalShiny')

    library(dsSurvivalShiny)

    dsSurvivalShiny::app()

    OR

    R --no-save < installer_R.R

    R --no-save < RUN.R

```

  • Configuration

  • How to run tests

    • R --no-save < buildmantest.R
  • Deployment instructions

Usage

R R --no-save < RUN.R

Who do I talk to?

  • Soumya Banerjee

  • https://sites.google.com/site/neelsoumya/Home

  • sb2333@cam.ac.uk

  • DataSHIELD

    • DataSHIELD is a platform that enables the non-disclosive analysis of distributed sensitive data
    • https://github.com/datashield

License

Owner

  • Name: Soumya Banerjee
  • Login: neelsoumya
  • Kind: user
  • Location: Cambridge, UK
  • Company: University of Cambridge

My research interests are in complex systems data science, machine learning, computational biology, computational immunology and computational immunogenomics.

Citation (CITATION.cff)

cff-version: 1.2.0
message: "If you use this software, please cite it as below."
authors:
- family-names: "Banerjee"
  given-names: "Soumya"
  orcid: "https://orcid.org/0000-0001-7748-9885"
title: "dsSurvivalShiny"
version: 1.0.0
doi: 10.5281/zenodo.1234
date-released: 2021-08-31
url: "https://github.com/neelsoumya/dsSurvivalShiny"

GitHub Events

Total
Last Year

Issues and Pull Requests

Last synced: 11 months ago

All Time
  • Total issues: 7
  • Total pull requests: 0
  • Average time to close issues: 11 months
  • Average time to close pull requests: N/A
  • Total issue authors: 1
  • Total pull request authors: 0
  • Average comments per issue: 0.71
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Top Authors
Issue Authors
  • neelsoumya (7)
Pull Request Authors
Top Labels
Issue Labels
enhancement (3) bug (1)
Pull Request Labels

Dependencies

DESCRIPTION cran
Dockerfile docker
  • rocker/shiny 4.0.2 build