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healthsampledata.jl's Introduction

HealthSampleData

Sample health data sources for a variety of health formats and use cases. Uses the wonderful DataDeps.jl package to automatically download, hash, and manage the download for you.

Provided Data Sources

Observational Medical Outcomes Partnership Common Data Model (OMOP CDM)

Source Description: The Observational Medical Outcomes Partnership (OMOP) was created in 2009 to reach consensus on data types, study designs, and privacy concerns while sharing data. An important output of OMOP is the OMOP Common Data Model (OMOP CDM) which is an effort to standardize observational data to enable transferable analysis. [@overhage2012validation] The OMOP CDM features person­centric design where each domain records personal identity while prioritizing data protection through the limiting of information that could endanger patient anonymity. The CDM itself does not require a specific technology to work with the data stored in this standard.

Available OMOP CDM data sources:

  • Eunomia - Synthetic OMOP CDM data generated by Synthea available in a single sqlite file.

healthsampledata.jl's People

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healthsampledata.jl's Issues

[FEATURE] Create 10K OMOP CDM Patient Sample

We need to create a 5K OMOP CDM patient sample for HealthSampleData. This is a rather complex process but can be accomplished in the following steps:

That is the overall process but rather complex. Happy to support each step along the way.

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