Patents from the Verto team.

WO2021212063A1

A method for consolidating heterogeneous electronic health data involves obtaining a native message including a multitude of data elements and generating a markup message including the multitude of data elements in a hierarchical structure. The method further involves generating a standardized message that represents the multitude of data elements in a format of a unified electronic health record database by recursively applying a machine learning model to the multitude 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. The method also involves writing the standardized message to the unified electronic health record database.

WO2025147762A1

A method implements dynamic clustering of a standard coding system. The method involves clustering multiple codeable concepts. The method further involves performing a data store transformation on the multiple codeable concepts. The method further involves performing journey reconstruction from the data store transformation. The method further involves performing journey discovery using the journey reconstruction.