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Representation Learning with Graph Neural Networks

Dataset

The eICU Collaborative Research Database

Once obtaining the permission, download patient.csv, admissionDx.csv, diagnosis.csv, treatment.csv, and carePlanCareProvider.csv to the folder saved_data (if the folder does not exist, create it).

Dependencies

tqdm==4.51.0
gensim==3.8.3
matplotlib==3.3.3
networkx==2.5
numpy==1.19.5
pandas==1.2.0
scikit_learn==0.24.0
stellargraph==1.2.1
torch==1.7.1

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