VIS-SIG Blog: Wonderful Wednesdays October 2024

PSI VIS SIG

Personalised dosing

Aim of the visualisation

Identify subgroups with a dose response that deviates from the remaining study participants
Therewith potential subgroups for personalized dosing could be identified

A description of the challenge can be found here.
A recording of the session can be found here.

Example 1. Identification of patients for personalized dosing with DoRiS

high resolution image

link to code

Example 2. Boxplots

high resolution image

link to code

Example 3. Plots by dose and subgroup

high resolution image

link to code

Code

Example 1. Identification of patients for personalized dosing with DoRiS

# Install if needed:

install.packages("devtools")
install.packages("shiny")
install.packages("shinyWidgets")
install.packages("bslib")
install.packages("bsplus")
install.packages("shinyBS")
install.packages("DT")
install.packages("tidyr")
install.packages("dplyr")


# Install and start doris

devtools::install_github("bayer-group/BIC-doris")
library(doris)

run_doris()

Back to blog

Example 2. Boxplots

No code has been submitted.

Back to blog

Example 3. Plots by dose and subgroup

The Rmd file can be found here

Back to blog

Citation

For attribution, please cite this work as

SIG (2024, Oct. 9). VIS-SIG Blog: Wonderful Wednesdays October 2024. Retrieved from https://graphicsprinciples.github.io/posts/2024-12-01-wonderful-wednesdays-october-2024/

BibTeX citation

@misc{sig2024wonderful,
  author = {SIG, PSI VIS},
  title = {VIS-SIG Blog: Wonderful Wednesdays October 2024},
  url = {https://graphicsprinciples.github.io/posts/2024-12-01-wonderful-wednesdays-october-2024/},
  year = {2024}
}