blood-pressure-federated-radar-meassuring

Requirements

1. Python (v3.8)
2. Poetry (v1.12)

Dataset

This code relies on a publicly available dataset described here. It contains labelled contact sensor data alongside radar data, which are all labelled with 5 possible scenarios: Valsalva maneuver, Apnea simulation, Tilt up and Tilt down movements (on a tilting table) and Resting. It totals 24h worth of signals coming from 30 subjects.

The data should be placed in a directory at the project level called data. Inside, it should contain one directory to each subject named by its id.

Usage

Setup

poetry install

Run

poetry run python scripts/svm_single_subject.py