VentRL

This repository comprises work on an RL approach to weaning of mechanical ventilation in ICU, based on this paper.

Data

The code assumes access to the MIMIC-III database: https://mimic.physionet.org/. To run the project from the included files, a local postgres SQL server must be installed and the MIMIC-III database must be set up as described in https://github.com/MIT-LCP/mimic-code/tree/master/buildmimic.

Dependencies

• python 2.7
• numpy
• pandas
• os
• pickle
• psycopg2
• scikit-learn
• scipy
• matplotlib
• seaborn

This is research level code, and will continue to be updated. If you have any questions/comments, please email np6@princeton.edu. Thanks!