LightX3ECG

LightX3ECG copied to clipboard

This is the official source code of our paper,
LightX3ECG: A Lightweight and eXplainable Deep Learning System
for 3-lead Electrocardiogram Classification,
which is the 1st part of our project on Reduced-lead ECG Classification. Check out the 2nd part here.

If you find the paper or the source code useful to your projects, please cite the following BibTeX:

@article{LightX3ECG, 
    author      = {Le, Khiem H and Pham, Hieu H and Nguyen, Thao BT and Nguyen, Tu A and Thanh, Tien N and Do, Cuong D}, 
    title       = {Lightx3ecg: A lightweight and explainable deep learning system for 3-lead electrocardiogram classification}, 
    journal     = {Biomedical Signal Processing and Control}, 
    publisher   = {Elsevier}, 
    volume      = {85}, 
    pages       = {104963}, 
    doi         = {10.1016/j.bspc.2023.104963}
}