Automatic ECG diagnosis using a deep neural network.
- PTB-XL dataset (12-lead ECG-waveform dataset comprising 21837 records from 18885 patients of 10 seconds length) - https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7248071/
- ResNet Model
- Gradient-weighted Class Activation Mapping (Grad-CAM)
- Website developed using Streamlit
Copy the .env.sample file, rename it as .env and fill it in with the information requiered.
Activate reloading of virtual environment variables
direnv allow
Install ecg_photo package
pip install ecg_photo