Atrial fibrillation termination

Predicting spontaneous termination of atrial fibrillation (AF) as an edge computing architecture. Network params can be found here

Getting Started

These instructions will get you a copy of the project up and running on your local machine for development and testing purposes. See deployment for notes on how to deploy the project on a live system.

Prerequisites

What things you need to install the software and how to install them.

Hardware:

• Arduino nano 33 BLE Sense Lite
• ESP32-S3-DevKitM-1

Software:

• wfdb python package
• tensorflow
• tflite for arduino
• poetry

Installing

Use poetry to install the virtual enviroment.

poetry install
poetry shell

Built With

To build software on hardware I used Arduino IDE.

Authors

• Piotr Baryczkowski - All the work - Piotr45

Acknowledgments

• AF Termination Challenge Database

TODO

• Update README
• Rewrite train notebook to python file
• Clean code