SYSTEM AND METHOD FOR HEALTH CARE DATA INTEGRATION

摘要

Systems and methods for integrating data from various sources are provided, the system comprising a processor and a non-transitory computer readable storage medium storing instructions which when executed by the processor, configure the processor to filter and transform data received from one or more health care organizations by: receiving one or more data sets; developing one or more rules based upon the one or more data sets; and applying the one or more rules to the one or more data sets to detect the presence of one or more data elements.

主权项

1. An interface automation system comprising:
(a) a training unit for processing labeled training data using machine learning operations for rule generation to generate a training rule set for mapping feature data to one or more target variables; (b) a data interface for receiving input data from data sources of two or more information systems, an interface type, and a selected one or more target applications; (c) a preprocessor for validating and tagging the input data, the tagging identifying data element locations within the input data; (d) an integration framework unit for dynamically updating interface rules to expand the training rule set using the machine learning operations and the tagged input data, the integration framework unit generating deployable configuration files for an interface for transforming and integrating input data based on the one or more data sources and the one or more target applications, the interface being of the interface type, the deployable configuration files configuring the interface on an interface appliance connecting the two or more information systems and the one or more target applications.