The mimic.profile from sberbank-ai-lab

mimic.profile's Introduction

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}
}

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