Explaining deep neural networks for knowledge discovery in electrocardiogram analysis

This repository contains the code used to produce the results presented in "Explaining Deep Neural Networks for Knowledge Discovery in Electrocardiogram Analysis".

Cite

If you use this code in your research, Please cite the following paper:

@article{Hicks2021,
  author = {Hicks, Steven A and Isaksen, Jonas L and Thambawita, Vajira and
  Ghouse, Jonas and Ahlberg, Gustav and Linneberg, Allan and Grarup, Niels and
  Str{\"{u}}mke, Inga and Ellervik, Christina and Olesen, Morten Salling and
  Hansen, Torben and Graff, Claus and Holstein-Rathlou, Niels-Henrik and
  Halvorsen, P{\aa}l and Maleckar, Mary M and Riegler, Michael A and Kanters, J{\o}rgen K},
  doi = {10.1038/s41598-021-90285-5},
  journal = {Scientific Reports},
  number = {1},
  pages = {10949},
  title = {{Explaining deep neural networks for knowledge discovery in electrocardiogram analysis}},
  url = {https://doi.org/10.1038/s41598-021-90285-5},
  volume = {11},
  year = {2021}
}

Contact

Please contact [email protected], [email protected], or [email protected] for any questions regarding this research.