E-Book Overview
This book constitutes the refereed proceedings of the 6th Conference on Artificial Intelligence in Medicine Europe, AIME'97, held in Grenoble, France, in March 1997.The volume presents 33 revised full papers selected from a total of 82 submissions; also included are three invited presentations and 25 posters. The papers are organized in topical sections on protocols and guidelines, knowledge acquisition and learning, decision-support theories, diagnostic problem solving, probabilistic models and fuzzy logic, temporal reasoning and planning, natural language and terminology, image and signal processing, and hybrid and cooperative systems.
E-Book Information
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Series: Lecture Notes in Computer Science 1211 : Lecture Notes in Artificial Intelligence
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Year: 1,997
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Edition: 1
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Pages: 534
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Pages In File: 531
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Language: English
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Topic: 185
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Library: Kolxo3
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Identifier: 354062709X,9783540627098
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Ddc: 610/.285/63
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Lcc: R859.7.A78 C66 1997
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Doi: 10.1007/BFb0029429
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Dpi: 300
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Org File Size: 6,768,240
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Extension: djvu
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Tags: Artificial Intelligence (incl. Robotics) Health Informatics
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Toc: Robots as surgical assistants: Where we are, wither we are tending, and how to get there....Pages 1-11Intelligent image management in an integrated telemedicine services network....Pages 12-14AI technologies: Conditions for further impact....Pages 15-18Protocols for medical procedures and therapies: A provisional description of the PRO forma language and tools....Pages 19-38Supporting tools for guideline development and dissemination....Pages 39-50A task-specific ontology for the application and critiquing of time-oriented clinical guidelines....Pages 51-61User-adapted multimedia explanations in a clinical guidelines consultation system....Pages 62-65Algorithm and care pathway: Clinical guidelines and healthcare processes....Pages 66-69Detecting very early stages of dementia from normal aging with Machine Learning methods....Pages 71-85Acquiring and validating background knowledge for machine learning using function decomposition....Pages 86-97Automated revision of expert rules for treating acute abdominal pain in children....Pages 98-109Evaluation of automatic and manual knowledge acquisition for cerebrospinal fluid (CSF) diagnosis....Pages 110-121Knowledge acquisition by the domain expert using the tool HEMATOOL....Pages 122-125Application of inductive logic programming for learning ECG waveforms....Pages 126-129Knowledge discovery from a breast cancer database....Pages 130-133An adaptive two-tier menu approach to support on-line entry of diagnoses....Pages 134-137Machine learning applied to diagnosis of sport injuries....Pages 138-141A theoretical framework for