Event-Based Contrastive Learning for Medical Time Series

This is the repository for "Event-Based Contrastive Learning for Medical Time Series".

• If you have used our code or referred to our result in your research, please cite:

@article{jeong2023event,
  title={Event-Based Contrastive Learning for Medical Time Series},
  author={Jeong, Hyewon and Oufattole, Nassim and Balagopalan, Aparna and Mcdermott, Matthew and Chandak, Payal and Ghassemi, Marzyeh and Stultz, Collin},
  journal={arXiv preprint arXiv:2312.10308},
  year={2023}
}

Environment Setting

To get started, install the requirements directly from our code dependency with python verison 3.9: requirements.txt

conda create -n ebcl python=3.9
pip install -r requirements.txt