/FairSynth

This is the codebase for the paper titled "Fairness-Optimized Synthetic Electronic Health Record Generation Pipeline for Arbitrary Downstream Predictive Tasks"

Primary LanguageJupyter Notebook

FairSynth

This is the codebase for the paper titled "Fairness-Optimized Synthetic Electronic Health Record Generation Pipeline for Arbitrary Downstream Predictive Tasks". The following code is for the MIMIC-III experiments found in the paper. You can create use similar code for PIC dataset as well.

Instruction

All the instructions are given in the main.ipynb. Additionally, you will need to apply, complete training, and download the MIMIC-III requisite files from https://physionet.org.