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Knowledge Based Systems in Medicine: Methods, Applications and Evaluation

Proceedings of the Workshop “System Engineering in Medicine”, Maastricht, March 16–18, 1989

Jan L. Talmon, John Fox (Herausgeber)

Buch | Softcover

XI, 332 Seiten

1991
Springer Berlin (Verlag)
978-3-540-55011-2 (ISBN)

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his volume of the series Lecture Notes in Medical Informatics contains the T proceedings of the Workshop on System Engineering in Medicine, which was held in Maastricht, The Netherlands, 16-18 March 1989. This workshop was sponsored by the EC under the framework of the Medical and Health Research Programme. The aim of the workshop was to assess whether there was sufficient support in the Medical Informatics community in the EC to establish a concerted action. This proceedings contain papers of the presentations given at the workshop. These presentations were centred around three themes: - Methods and Tools - Applications in the domains of chronic care and critical care - Evaluation of decision support systems The papers were prepared after the workshop and therefore we were able to include the relevant parts of the discussions which were related to the presentations. As a result of the discussions during the workshop, a proposal was prepared for the establishment of a concerted action, specifically addressing the development of guidelines for the evaluation of medical decision aids. This proposal was granted early 1990 under the same Medical and Health Research programme of the EC. Over 40 institutes are participating in this concerted action. It have been the outstanding presentations and the open discussions at the workshop that have been the starting point of this concerted action. The papers in this proceedings formed a starting point for the discussions in the meetings of the concerted action.

Methods.- The Use of the KADS Methodology in Designing an Intelligent Teaching System for Diagnosis in Physiotherapy.- Machine Learning as a Tool for Knowledge Acquisition.- Tools for Modeling Time-oriented Concepts: Applications for Retrieval of Liver Transplantation Data.- Belief Network Representations of Temporal Knowledge for Medical Expert Systems.- Decisions Based on Qualitative and Quantitative Reasoning.- Knowledge Representation and Data Model to Support Medical Knowledge Base Transportability.- Reliable and Reusable Tools for Medical Knowledge Based Systems.- The MEDES Subshell: Towards an Open Architecture for Decision Support Systems.- Applications: Management of the chronically ill.- Evaluating Expert Critiques. Issues for the Development of Computer-Based Critiquing in Primary Care.- Knowledge Acquisition for a Decision Support System for Anti-epileptic Drug Surveillance.- DIACONS - Diabetes Consultant: Goals and Status.- CARTES - A Prototype Decision Support System in Oncology.- Applications: Management of the critically ill.- Information Management and Decision Support for the Critically Ill.- On Knowledge Based Systems in CCU's: Monitoring and Patients Follow-up.- ARCA - An Integrated System for Cardiac Pathologies Diagnosis and Treatment.- PC-based Multistep Infusion Regimens and On-line Control of Four Infusion Devices.- A System for Interactive Knowledge-Based Simulation With Application in Management of the Critically Ill.- Decision Support In Patient Monitoring By Interactive Information System Including Knowledge-Based Components.- Computerized Monitoring And Decision Support During Anaesthesia.- SIMPLEXYS Real Time Expert Systems in Patient Monitoring.- Evaluation.- The Evaluation of Medical Decision Support and Expert Systems:Reflections on the Literature.- Evaluating Medical Expert Systems: What To Test, And How ?.- The Role of Knowledge Based Systems in Medicine: Epistemological and Evaluation issues.- Validity of Systems Application: User confidence in case application.- Evaluation of Knowledge Based Systems from the User Perspective.- Authors Index.- List of Participants.

Erscheint lt. Verlag	11.12.1991
Reihe/Serie	Lecture Notes in Medical Informatics
Zusatzinfo	XI, 332 p. 42 illus.
Verlagsort	Berlin
Sprache	englisch
Gewicht	600 g
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
	Medizin / Pharmazie
	Technik ► Medizintechnik
Schlagworte	Artificial Intelligence • Artificial Intelligence in Medicine • Clinical applications • Diagnosis • Evaluation • Expertensysteme • Expert System • Knowledge Acquisition • Künstliche Intelligenz • Modelling
ISBN-10	3-540-55011-9 / 3540550119
ISBN-13	978-3-540-55011-2 / 9783540550112
Zustand	Neuware