This code accompanies the paper Patient Embeddings in Healthcare and Insurance Applications by Pavel Blinov and Vladimir Kokh.

Some data preprocessing code is from https://github.com/xueping/MusaNet

To run

• Check / install the dependencies:

pip install -r requirements.txt

• Open the mimic3.profile.ipynb notebook:
  • Set variable MIMIC_PATH;
  • Run all the cells.

BibTeX reference

@misc{blinov2021patient,
    title={Patient Embeddings in Healthcare and Insurance Applications},
    author={Pavel Blinov and Vladimir Kokh},
    year={2021},
    eprint={2107.03913},
    archivePrefix={arXiv},
    primaryClass={cs.CY}
}