Solution for hackathon «Цифровой прорыв» 2021 track Science&Health for predicting abnormal spikes in RR intervals. Stack: Python, Keras, PyTorch; React, SQL, Django, GCP; Figma, React Native.
1. Script prediction in command line (example input file: data/test.csv):
python cardioSpike.py data/test.csv data/output/ --pics
2. The implementation of models UNet and CRNN look at RR.ipynb
3. Web service
Screen casts of their usege you can watch there. The solution presentation is here
For questions and offers you can contact Dmitry Pustoshilov: [email protected]
