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Code corresponding to "Mining for Equitable Health: Assessing the Impact of Missing Data in Electronic Health Records"

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egetzen5/Simulate_Missingness_KnowledgeGraph

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Simulate_Missingness_KnowledgeGraph

Code corresponding to "Mining for Equitable Health: Assessing the Impact of Missing Data in Electronic Health Records" https://pubmed.ncbi.nlm.nih.gov/36621750/

To get the sequences of medical events, follow the steps from https://github.com/ziyili20/DistributedLearningPredictor. 'data_path' corresponds to the location of these sequences.

If you need the knowledge graph, reach out to me at [email protected]. The file was too big for Github and I will need to send separately. 'kg_path' corresponds to the location of this graph.

To run the different experiments, edit the main.py file with your desired arguments!

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Code corresponding to "Mining for Equitable Health: Assessing the Impact of Missing Data in Electronic Health Records"

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