Applying temporal abstraction in medical information systems Academic Article uri icon

abstract

  • Physicians and medical decision-support ap-plications, such as for diagnosis, therapy, monitoring, quality assessment, and clinical research, reason about patients in terms of abstract, clinically meaningful con-cepts, typically over significant time periods. Clinical databases, however, store only raw, time-stamped data. Thus, there is a need to bridge this gap. We introduce the Temporal Abstraction Language (TAR) which enables specification of abstract relations involving raw data and abstract concepts, and use it for defining typical medical abstraction patterns. For each pattern we further analyze finiteness properties of the answer set. The TAR language is implemented as the reasoning module in a practical diagnosis system. Index Terms— temporal reasoning, temporal databases, temporal query languages, knowledge-based systems and knowledge representation, medical informatics and tem-poral abstraction.

publication date

  • January 1, 2003