The data in the project is a subset of the Osteoarthritis Initiative. The research was centered around building a predicitve model to predict whether a knee replacement is needed in a subset of men and women with knee osetoarthritis. To do so a multinomial model is used with the outcome being:
- 1 - No event of interest
- 2 - Drop out before event of interest
- 3 - Death
- 4+ - A numbered random forest cluster of those who received knee replacements
Run the docker container with:
docker build -t oai_app .
docker run -d -p 3838:3838 oai_app
Note the port must be set in the app.R file as well.