Methods and tools for object-oriented modelling and knowledge-based simulation of complex biomedical systems
2000 (English)Doctoral thesis, comprehensive summary (Other academic)
An environment for interactive knowledge-based simulation was developed. Theenvironment known as KBSIM integrates quantitative continuous model simulationwith rule-based expert system reasoning techniques with relational databasemanagement technology under the control of a user interface management system.
An application of the KBSIM environment to fluid resuscitation of patients intrauma was built. The application called FLUIDTHERAPY specifies, stores,integrates and uses the medical and clinical knowledge about physiology of traumapatients, heuristics of fluid resuscitation of such patients, and the requirements ofapplication users.
A new Object-Oriented Biomedical System Modelling Language (OOBSML) wasdeveloped. Besides the traditional differential and algebraic equation expressions, thelanguage includes also formal expressions for defining model quantity types andquantity units. It supports explicit definition of model input, output and statevariables, and components. The OOBSML model compiler produces independentexecutable model components that can be used within other OOBSML models. Thisway it is possible to structure the complex models as multilevel, multi-componentmodel hierarchies.
Place, publisher, year, edition, pages
Uppsala: Acta Universitatis Upsaliensis , 2000. , 54 p.
Comprehensive Summaries of Uppsala Dissertations from the Faculty of Medicine, ISSN 0282-7476 ; 913
Medical sciences, Object-oriented modelling, knowledge-based simulation
MEDICIN OCH VÅRD
Medical and Health Sciences
Research subject medicinsk informatik
IdentifiersURN: urn:nbn:se:uu:diva-435ISBN: 91-554-4674-4OAI: oai:DiVA.org:uu-435DiVA: diva2:164857
2000-05-16, lecture room, entry 40, 4th floor, Uppsala University Hospital, Uppsala, 13:15