Abstract: Certain examples provide systems, methods, and apparatus to provide clinical terminology services. Certain examples provide systems, methods, and apparatus to analyze and map a new interface message feed. An example clinical interface feed analysis system includes an interface analyzer to: receive a clinical message feed including content; automatically compare the content from the clinical message feed to a reference to match and map the content to at least one of reference clinical data and coded terminology included in the reference without user input; and provide a proposed interface output for review. The example system includes a tester to facilitate testing of the proposed interface output in conjunction with a clinical system to release the proposed interface output as an interface for incoming messages. The example system is to update the reference based on the content from the clinical message feed and the interface mapping.

Abstract: Certain examples provide methods, systems and apparatus to facilitate heuristic content resolution to resolve ambiguity or conflict among available context variants for a content-based clinical application. An example method includes identifying a selected content item, the content item associated with a context input, the content item representing a parameterization of instructions to instruct a content-based application how to operate, the content item formulated according to one or more detailed clinical models. The example method includes identifying available context variants for the content item. The example method includes rejecting context variants conflicting with the context input of the content item. The example method includes rejecting context variants more specific than the context input of the content item. The example method includes selecting a most specific remaining context variant for the content item based on the context input.