• DocumentCode
    1120300
  • Title

    ATTENDING: Critiquing a Physician´s Management Plan

  • Author

    Miller, Perry L.

  • Author_Institution
    MEMBER, IEEE, Department of Anesthesiology, Yale University School of Medicine, New Haven, CT 06510.
  • Issue
    5
  • fYear
    1983
  • Firstpage
    449
  • Lastpage
    461
  • Abstract
    The ATTENDING system is designed to critique a physician´s preoperative plan for anesthetic management. In undertaking to critique a physician´s plan, ATTENDING differs from other medical decision making systems, which in effect attempt to tell a physician what to do. ATTENDING´s approach may prove more acceptable clinically, and may avoid certain social, medical, and medicolegal drawbacks. To cri-tique a physician´s plan, ATTENDING must confront three basic problems. 1) It must be able to explore flexibly all possible approaches for a patient´s management. The formalism of an ``augmented decision network´´ allows this. 2) It must be able to assess the relative risks and benefits of alternative approaches intelligently. A heuristic approach to risk analysis is outlined, based on three basic principles which are de-scribed in detail. 3) It must produce a potentially complex analysis which critiques the plan in focused, readable prose. This is facilitated by PROSENET, an approach which allows clean separation between the organization of the content of an analysis and its expression in English prose.
  • Keywords
    Anesthetic drugs; Artificial intelligence; Computer hacking; Decision making; Intelligent networks; Medical diagnostic imaging; Physics computing; Risk analysis; Risk management; Surgery; Anesthesia management; artificial intelligence in medicine; computer-assisted medical management; expert systems; heuristic risk analysis; medical consultation systems; medical decision making; natural language prose generation;
  • fLanguage
    English
  • Journal_Title
    Pattern Analysis and Machine Intelligence, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0162-8828
  • Type

    jour

  • DOI
    10.1109/TPAMI.1983.4767424
  • Filename
    4767424