ATTENDING: Critiquing a Physician's Management Plan
- 1 September 1983
- journal article
- Published by Institute of Electrical and Electronics Engineers (IEEE)
- Vol. PAMI-5 (5) , 449-461
- https://doi.org/10.1109/tpami.1983.4767424
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
This publication has 10 references indexed in Scilit:
- The Programmer's Apprentice: a research overviewComputer, 1988
- Artificial intelligence in medical consultation systems: a reviewIEEE Engineering in Medicine and Biology Magazine, 1988
- Planning with constraints (MOLGEN: Part 1)Artificial Intelligence, 1981
- Knowledge engineering for medical decision making: A review of computer-based clinical decision aidsProceedings of the IEEE, 1979
- Categorical and probabilistic reasoning in medical diagnosisArtificial Intelligence, 1978
- A model-based method for computer-aided medical decision-makingArtificial Intelligence, 1978
- Capturing clinical expertiseThe American Journal of Medicine, 1978
- Towards the simulation of clinical cognitionThe American Journal of Medicine, 1976
- A locally-organized parser for spoken inputCommunications of the ACM, 1974
- Transition network grammars for natural language analysisCommunications of the ACM, 1970