StructurEase

StructurEase

To run the Streamlit application

Ensure you have Python 3.9 or higher installed locally

Clone the repo locally

git clone https://github.com/karayanni/StructurEase.git

Navigate to the project directory

cd StructurEase

Create .env file and add OpenAI key

touch .env

open .env

OPENAI_API_KEY=INSERT-HERE

Create virtual environment

python3 -m venv venv

source venv/bin/activate

pip install -r requirements.txt

Run the application (Ctrl + C to stop)

streamlit run app_hard_coded.py

To deactivate venv

deactivate

App should be launched on localhost in browser; try it out

• Upload neiss_2023_filtered_unlabeled.csv (found under Evaluation > NEISS data in repo)
• Sample classification request: Need to decide if patient was wearing helmet, no helmet or cannot determine.
• Qualification classes: Helmet, No Helmet, cannot determine

Papers

• https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2822296#editorial-comment-tab
• https://arxiv.org/abs/2310.16427