Abstract: Methods and systems for receiving, mapping and structuring data from disparate systems in a healthcare environment are described. An example system for processing healthcare data includes an interface to receive input and display output, the input comprising a plurality of differently formatted healthcare messages and an identifier to identify a message type of the plurality of healthcare messages received. The example system also includes a mapper to map data of the plurality of healthcare messages to respective models based on the message type identified and a data store to store the models and corresponding mapped data.

Abstract: Certain examples provide systems, methods, apparatus, and articles of manufacture for clinical data analysis. Certain examples provide a clinical data analysis system including a user interface, a task manager, and a process manager. The example user interface is to facilitate user input and provide output to the user regarding a data query and analysis. The example task manager is to create and manage one or more analyzers to identify at least one of a trend and a correlation in query results. The example process manager is to facilitate querying of one or more data sources according to the data query and a flexible data model, the process manager to allocate tasks to the one or more analyzers for the data query and analysis. The example process manager and task manager are to facilitate user queries and automated system queries performed automatically during periods of non-peak usage.

Abstract: Methods and systems for receiving, mapping and structuring data from disparate systems in a healthcare environment are described. An example system for processing healthcare data includes an interface to receive input and display output, the input comprising a plurality of differently formatted healthcare messages and an identifier to identify a message type of the plurality of healthcare messages received. The example system also includes a mapper to map data of the plurality of healthcare messages to respective models based on the message type identified and a data store to store the models and corresponding mapped data.