ECG-Image-Kit: A Toolkit for Synthesis, Analysis, and Digitization of Electrocardiogram Images

The version used for generating synthetic ECG images for model training and data augmentation in The George B. Moody PhysioNet Challenge 2024 on Digitization and Classification of ECG Images.

Please cite the following to refer to this work:

1. Kshama Kodthalu Shivashankara, Deepanshi, Afagh Mehri Shervedani, Matthew A. Reyna, Gari D. Clifford, Reza Sameni (2024). ECG-Image-Kit: a synthetic image generation toolbox to facilitate deep learning-based electrocardiogram digitization. Physiological Measurement. IOP Publishing. Vol 45, 055019, doi: 10.1088/1361-6579/ad4954
2. Deepanshi, Kshama Kodthalu Shivashankara, Gari D. Clifford, Matthew A. Reyna, Reza Sameni. (2024). ECG-Image-Kit: A Toolkit for Synthesis, Analysis, and Digitization of Electrocardiogram Images (v1.0.0). Zenodo. doi: 10.5281/zenodo.12731152

Note: Follow the latest updates from here: https://github.com/alphanumericslab/ecg-image-kit