sbalci / ClinicoPathJamoviModule

ClinicoPath jamovi Module
https://www.serdarbalci.com/ClinicoPathJamoviModule
GNU General Public License v2.0
15 stars 2 forks source link
correlation decision jamovi module natural-language-summaries r-package report statistics summary survival survival-analysis tableone

ClinicoPath


ClinicoPath jamovi Module πŸ”¬

A jamovi Module that contains main analysis used in ClinicoPathological research. ClinicoPath help researchers to generate natural language summaries of their dataset, generate cross tables with statistical tests, and survival analysis with survival tables, survival curves, and natural language summaries.

πŸ”¬πŸ‘€πŸ“‘πŸ—ƒπŸ“ŠπŸ¨πŸ—„πŸ“‡πŸ“–βš—πŸ“πŸŽΆπŸ“ˆπŸ“‰πŸ“ƒπŸ– πŸ”¬πŸ”¬πŸ‹πŸš΄πŸš™πŸ‘¨πŸ’» πŸ“ΈπŸ“ΊπŸŽ›πŸ”­πŸ”¬πŸ’ŠπŸ”πŸ«πŸŒΈ


Download
ClinicoPathJamoviModule

DOI

DOI 10.17605/OSF.IO/9SZUD

https://osf.io/9szud/


Installation in jamovi

You can install this module after installing jamovi version >= 1.2.19 from here: https://www.jamovi.org/download.html

Then you can install the submodules directly inside the jamovi, using library.

Submodules are: - ClinicoPathDescriptives - jsurvival - meddecide - jjstatsplot

Installation via sideload jamovi

Step 1:

Download and install jamovi.

Step 2:

Download the relevant jmo file for your operating system from

a: For development version

b: For smaller modules

ClinicoPathDescriptives

ClinicoPathDescriptives functions are separately added to jamovi library under Exploration menu

ClinicoPathDescriptives module can be downloaded inside jamovi (click Modules and jamovi library)

https://github.com/sbalci/ClinicoPathDescriptives/

https://github.com/sbalci/ClinicoPathDescriptives/releases/

https://library.jamovi.org/win64/R4.0.2/ClinicoPathDescriptives-0.0.2.0039.jmo

https://library.jamovi.org/macos/R4.0.2/ClinicoPathDescriptives-0.0.2.0039.jmo

remotes::install_github("sbalci/ClinicoPathDescriptives")
- name: ClinicoPathDescriptives
  url: https://github.com/sbalci/ClinicoPathDescriptives.git
  commit: 190b914807518bf0e9139bc282eabcf3883a9e72
  platforms:
    - win64
    - macos
ClinicoPathLinuxDescriptives

ClinicoPathDescriptives functions for Linux

https://github.com/sbalci/ClinicoPathLinuxDescriptives/

https://github.com/sbalci/ClinicoPathLinuxDescriptives/releases/

https://library.jamovi.org/linux/R4.0.2/ClinicoPathDescriptives-0.0.2.0041.jmo

remotes::install_github("sbalci/ClinicoPathDescriptives")
- name: ClinicoPathDescriptives
  url: https://github.com/sbalci/ClinicoPathLinuxDescriptives.git
  commit: cc63b37bd0a639194baf5a35db72783e05336027
  platforms:
    - linux
JJStatsPlot

GGStatsPlot functions are separately added to jamovi library under jjstatsplot menu

JJStastPlot module can be downloaded inside jamovi (click Modules and jamovi library)

https://library.jamovi.org/win64/R4.0.2/jjstatsplot-0.0.2.0038.jmo

https://library.jamovi.org/macos/R4.0.2/jjstatsplot-0.0.2.0038.jmo

https://github.com/sbalci/jjstatsplot

https://github.com/sbalci/jjstatsplot/releases/

remotes::install_github("sbalci/jjstatsplot")
- name: jjstatsplot
  url: https://github.com/sbalci/jjstatsplot.git
  commit: c49c23de8b9ff8a1569da4ee1b6f4fcc8cf61d1f
  platforms:
    - win64
    - macos
jsurvival

https://github.com/sbalci/jsurvival

https://github.com/sbalci/jsurvival/releases/

https://library.jamovi.org/macos/R4.0.2/jsurvival-0.0.2.0044.jmo

https://library.jamovi.org/win64/R4.0.2/jsurvival-0.0.2.0044.jmo

https://library.jamovi.org/linux/R4.0.2/jsurvival-0.0.2.0044.jmo

remotes::install_github("sbalci/jsurvival")
- name: jsurvival
  url: https://github.com/sbalci/jsurvival.git
  commit: 9c57e504ddc0ceb42681f92b63ec0c0adf294436
  platforms:
    - win64
    - macos
    - linux
meddecide

https://github.com/sbalci/meddecide/

https://github.com/sbalci/meddecide/releases/

https://library.jamovi.org/win64/R4.1.2/meddecide-0.0.2.07.jmo

https://library.jamovi.org/macos/R4.1.2/meddecide-0.0.2.07.jmo

remotes::install_github("sbalci/meddecide")
- name: meddecide
  url: https://github.com/sbalci/meddecide.git
  commit: 38aaf74a807241def57c23b99cc89a31a1ed5123
jbbplot

https://github.com/sbalci/jbbplot/

https://github.com/sbalci/jbbplot/releases/

remotes::install_github("sbalci/jbbplot")

Step 3: And install using side-load as shown below:


Screenshots of Module


Example Datasets

Using Example Datasets


https://cloud.jamovi.org/?open=https://raw.githubusercontent.com/sbalci/ClinicoPathJamoviModule/master/data/histopathology.csv


https://cloud.jamovi.org/?open=https://raw.githubusercontent.com/sbalci/ClinicoPathJamoviModule/master/data/histopathology.omv

https://cloud.jamovi.org/?open=https://docs.google.com/spreadsheets/d/e/2PACX-1vST3kwze9bNUSEr0eijs_81F6hXBrDZ-2Zt97ez-fbpXMELKGFHJNuQHSP2Oxars2C6F3n50KzT1-zD/pub?output=csv

Exploration

ClinicoPath Descriptives

TableOne
Summary of Continuous Variables
Summary of Categorical Variables
Benford Analysis

ClinicoPath Descriptive Plots

Variable Tree
Alluvial Diagrams
Age Pyramid

ClinicoPath Comparisons

Cross Tables
Pairwise Chi-Square Tests

πŸ”¬πŸ”¬πŸ”¬πŸ”¬ UNDER CONSTRUCTION πŸ› β›”οΈβš οΈπŸ”©

JJStatsPlot

Graphs and Plots


Survival

jsurvival

Univariate Survival Analysis
Multivariate Survival Analysis
Univariate Survival Analysis for Continuous Explanatory Variable
Odds Ratio Table and Plot
Competing Survival

πŸ”¬πŸ”¬πŸ”¬πŸ”¬ UNDER CONSTRUCTION πŸ› β›”οΈβš οΈπŸ”©


meddecide

Agreement

Interrater Reliability
ICC coefficients

πŸ”¬πŸ”¬πŸ”¬πŸ”¬ UNDER CONSTRUCTION πŸ› β›”οΈβš οΈπŸ”©


Decision

Medical Decision
Decision Calculator
Decision Tree
explore

πŸ”¬πŸ”¬πŸ”¬πŸ”¬ UNDER CONSTRUCTION πŸ› β›”οΈβš οΈπŸ”©

FFTrees

πŸ”¬πŸ”¬πŸ”¬πŸ”¬ UNDER CONSTRUCTION πŸ› β›”οΈβš οΈπŸ”©

rpart

πŸ”¬πŸ”¬πŸ”¬πŸ”¬ UNDER CONSTRUCTION πŸ› β›”οΈβš οΈπŸ”©

ROC

πŸ”¬πŸ”¬πŸ”¬πŸ”¬ UNDER CONSTRUCTION πŸ› β›”οΈβš οΈπŸ”©


Correlation

Correlation

πŸ”¬πŸ”¬πŸ”¬πŸ”¬ UNDER CONSTRUCTION πŸ› β›”οΈβš οΈπŸ”©


Installation in R

You can install the development version from GitHub with:

# install.packages("devtools")
devtools::install_github("sbalci/ClinicoPathJamoviModule")

Current Package Versions:

R: 4.0.2

MRAN: https://cran.microsoft.com/snapshot/2020-08-24

Acknowledgement

Made possible via the codes, help, and guidence of

See https://github.com/ClinicoPath for forked packages.


Buy me a coffee<span style="margin-left:15px;font-size:28px !important;">Buy me a coffee

https://paypal.me/serdarbalci


Buy Me A Coffee
Twitter
Follow GitHub
followers Say
Thanks!

Development Status

Launch Rstudio
Binder Gitpod
Ready-to-Code Download
ClinicoPathJamoviModule Project Status: Active – The project has reached a stable, usable
state and is being actively
developed.
lifecycle stability-unstable GitHub
issues R CMD Check via
{tic} Render
README R-CMD-check Codacy
Badge CodeFactor
Coverage
Status Build
Status Build
status codecov CircleCI GuardRails
badge Maintainability Test
Coverage GitHub GitHub last
commit Last-changedate GitHub Release
Date GitHub commit
activity Website GitHub code size in
bytes minimal R
version Libraries.io dependency status for GitHub
repo Requirements
Status GitHub
forks GitHub
forks GitHub
stars Github
Stars GitHub
stars contributions
welcome GitHub
watchers

Code
Launch Rstudio
Binder Gitpod
Ready-to-Code Download
ClinicoPathJamoviModule

Status
Project Status: Active – The project has reached a stable, usable
state and is being actively
developed.
lifecycle stability-unstable GitHub
issues GitHub
issues

Check, CI
R-CMD-check

Codacy
Badge CodeFactor Coverage
Status Build
Status Build
status codecov CircleCI GuardRails
badge Maintainability Test
Coverage

Recency, Updates
GitHub

GitHub last
commit Last-changedate GitHub Release
Date GitHub commit
activity

Webpage, Links, Size, Download
Website GitHub code size in
bytes

Dependencies
minimal R
version Libraries.io dependency status for GitHub
repo Requirements
Status

Interaction, Shares
GitHub
forks GitHub
forks GitHub
stars Github
Stars GitHub
stars Twitter contributions
welcome GitHub
watchers

Videos