A package to deploy a dashboard to utilise the model described in the publication "Artificial intelligence reliably identifies patients at risk of HCC recurrence one-year post-surgical resection".
You can access the official dashboard here: https://vafaeelab.pythonanywhere.com/hcc/
- Export the weights from the matlab model into CSV files and lace them into the data directory, with each file labelled appropriately according to the code
- Install the python dependencies in
reqs.txt
, using the commandpip install -r reqs.txt
. (Note: this was developed using python 3.10.4 and using a virtual environment). - The install the database tables used to run the app, run
python manage.py migrate
- To run a local version of the dashboard (Eg. for development/testing purposes), run
python manage.py runserver