Method and system for consolidating heterogeneous electronic health data

A system for consolidating heterogenous electronic health data, the system comprising:

• a computer processor configured to perform operations comprising:
• obtaining a native message comprising a plurality of data elements;
• generating a markup message comprising the plurality of data elements in a hierarchical structure;
• generating a standardized message that represents the plurality of data elements in a format of a unified electronic health record database by:
• recursively applying a machine learning model to the plurality of data elements, based on the hierarchical structure to determine a mapping between the plurality of data elements in the markup message and the plurality of data elements in the standardized message;
• and
• writing the standardized message to the unified electronic health record database.

A non-transitory computer readable medium comprising computer readable program code for causing a computer system to:

• obtain a native message comprising a plurality of data elements;
• generate a markup message comprising the plurality of data elements in a hierarchical structure;
• generate a standardized message that represents the plurality of data elements in a format of a unified electronic health record database by:
• recursively applying a machine learning model to the plurality of data elements, based on the hierarchical structure to determine a mapping between the plurality of data elements in the markup message and the plurality of data elements in the standardized message;
• and
• write the standardized message to the unified electronic health record database.