E-Book Overview
This volume presents the proceedings of the 5th Conference on Artificial Intelligence in Medicine Europe, AIME '95, held in Pavia, Italy in June 1995. The volume contains 32 full refereed selected papers contributed by researchers and professionals coming from computer science departments, medical informatics departments, and hospitals; in addition there are the keynote address and 28 poster presentations. The volume is organized in topical sections on medical records, temporal reasoning and simulation, probabilistic models, patient management and therapy planning, evaluation of knowledge-based systems, diagnostic support systems, models for clinical information systems, and neural networks and image interpretation.
E-Book Information
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Series: Lecture Notes in Computer Science 934 : Lecture Notes in Artificial Intelligence
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Year: 1,995
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Edition: 1
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Pages: 454
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Pages In File: 457
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Language: English
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Topic: 185
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Library: Kolxo3
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Identifier: 3540600256,9783540600251
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Ddc: 610/.285/63
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Lcc: R859.7.A78 C66 1995
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Doi: 10.1007/3-540-60025-6
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Dpi: 300
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Org File Size: 6,194,111
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Extension: djvu
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Tags:
Artificial Intelligence (incl. Robotics)
Information Systems Applications (incl.Internet)
Image Processing and Computer Vision
Computer Appl. in Life Sciences
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Toc: A component-based architecture for automation of protocol-directed therapy....Pages 1-13 Coordinating taxonomies: Key to re-usable concept representations....Pages 15-28 Generating personalised patient information using the medical record....Pages 29-41 Analysis of medical jargon: The RECIT system....Pages 42-52 Medical knowledge representation for medical report analysis....Pages 53-64 Modelling medical concepts as time-objects....Pages 65-78 Modeling medical reasoning with the Event Calculus: an application to the management of mechanical ventilation....Pages 79-90 A general framework for building patient monitoring systems....Pages 91-102 Semi-qualitative models and simulation for biomedical applications....Pages 103-114 Generating explanations of pathophysiological system behaviors from qualitative simulation of compartmental models....Pages 115-126 An information-based bayesian approach to history taking....Pages 127-138 Medical decision making using Ignorant Influence Diagrams....Pages 139-150 Dynamic propagation in causal probabilistic networks with instantiated variables....Pages 151-162 Alerts as starting point for hospital infection surveillance and control....Pages 163-172 Cooperative software agents for patient management....Pages 173-184 High level control strategies for diabetes therapy....Pages 185-196 Therapy plan