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Abstraction of Time-Oriented Clinical Data

  • Carlo Combi
  • Elpida Keravnou-Papailiou
  • Yuval Shahar
Chapter

Abstract

The chapter aims to give a comprehensive and critical review of current approaches to the common task of abstraction of time-oriented data in medicine, or temporal abstraction. Temporal-data abstraction constitutes a central requirement that presently receives much and justifiable attention. The role of this process is especially crucial in the context of time-oriented clinical monitoring, therapy planning, and exploration of clinical databases. General theories of time typically used in artificial intelligence do not fully address the requirements for temporal abstraction in medical reasoning (see Chapter 2).

Keywords

Lupus Nephritis Time Stamp Data Abstraction Temporal Reasoning Temporal Abstraction 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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Copyright information

© Springer Science+Business Media, LLC 2010

Authors and Affiliations

  • Carlo Combi
    • 1
  • Elpida Keravnou-Papailiou
    • 2
  • Yuval Shahar
    • 3
  1. 1.Department of Computer ScienceUniversity of VeronaVeronaItaly
  2. 2.Department of Computer ScienceUniversity of CyprusNicosiaCyprus
  3. 3.Medical Informatics Research Center Department of Information Systems EngineeringBen Gurion UniversityBeer ShevaIsrael

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