• Python 3.10.13

• Pytorch 2.1.0

• Scikit-learn 1.3.2

• numpy 1.26.0

• pandas 2.1.3

• ecg-plot 0.2.8

• einops 0.7.0

• pytorch-model-summary 0.1.2

• scipy 1.11.4

• seaborn 0.13.0

PTB-XL, a large publicly available electrocardiography dataset 1.0.3

Highpass Filter (for Powerline Noise Remove)

Before

After

Median Filter (for Baseline Wander Noise Remove)

Before

After

Train Loss

Conduction Disturbance (Type : LBBB)

Reference

https://github.com/yonigottesman/ecg_vit