AI TI-RADS Calculator website: https://deckard.duhs.duke.edu/~ai-ti-rads
docker build -t tirads .
docker run --rm -p 8889:8889 -v `pwd`:/workspace tirads
Optimization code is in the ai-tirads.ipynb notebook.
Build and run docker image to open jupyter home page and access the notebook on your local machine.
The plot below shows the mean and standard deviation of training loss function (ROC AUC) for each population.
The first population is initialized with individuals representing ACR TI-RADS which achieved 0.79 ROC AUC.
