DKINet

This repository provides the code for DKINet:Medication Recommendation via Domain Knowledge Informed Deep Learning

Overview

Dataset

MIMIC-III: Download from https://physionet.org/content/mimiciii/1.4/

MIMIC-IV: Download from https://physionet.org/content/mimiciv/

eICU: Download from https://eicu-crd.mit.edu/about/eicu/

Data Preprocessing

For a fair comparision, we used the data pre-processing of DrugRec. We thank the authors for their open-sourced code and encourage users to cite their works when applicable.

Environment

Please create the conda environment through yaml file

conda env create -f environment.yml

Please note that we trained our code on the Linux platform.

Run the code

python src/mimic-iv-main.py

Data-Designer / DKINet