Codes for AAAI 2022 paper: Context-aware Health Event Prediction via Transition Functions on Dynamic Disease Graphs

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Overview

Context-Aware-Healthcare

Codes for AAAI 2022 paper: Context-aware Health Event Prediction via Transition Functions on Dynamic Disease Graphs

Download the MIMIC-III and MIMIC-IV datasets

Go to https://mimic.physionet.org/ for access. Once you have the authority for the dataset, download the dataset and extract the csv files to data/mimic3/raw/ and data/mimic4/raw/ in this project.

Preprocess

python run_preprocess.py

Train model

python train.py

Configuration

Please see train.py for detailed configurations.

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Comments
  • Code setting problem

    Code setting problem

    Hello, I am a master's student.Your work has inspired me a lot, and I am very willing to reference and compare your work. I want to know whether using the default code can achieve the best results, or need to modify some settings.Thank you verymuch.

    opened by mryanghub 1
Owner
LuChang
LuChang
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