Blood Pressure Estimation

Introduction

A playground on estimating blood pressure based on PPG signals associated with demographic data obtained from hundereds of cases.

Setup

Set up the environment.

python3 -m venv env
source env/bin/activate
pip install --upgrade pip
pip install -r requirements.txt

On Ubuntu operating system, just run setup.sh, and then you can launch JupyterLab

jupyter lab

to explore the project.

Note: If you have installed new dependencies, please freeze them into requirements.txt for future use:

pip3 freeze > requirements.txt

Requirements

pip3 install numpy pandas openpyxl tqdm matplotlib jupyterlab scipy pyampd mrmr_selection mat73 tensorflow pydot scikit-learn sklearn_relief seaborn pycaret[analysis]

License

This project has been released under MIT License.