E-Book Overview
This book constitutes the refereed proceedings of the 10th Conference on Artificial Intelligence in Medicine in Europe, AIME 2005, held in Aberdeen, UK in July 2005.
The 35 revised full papers and 34 revised short papers presented together with 2 invited contributions were carefully reviewed and selected from 148 submissions. The papers are organized in topical sections on temporal representation and reasoning, decision support systems, clinical guidelines and protocols, ontology and terminology, case-based reasoning, signal interpretation, visual mining, computer vision and imaging, knowledge management, machine learning, knowledge discovery, and data mining.
E-Book Information
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Series: Lecture Notes in Computer Science 3581
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Year: 2,005
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Edition: 1
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Pages: 550
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Pages In File: 542
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Language: English
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Topic: 147
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Library: Kolxo3
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Issue: 2009 new
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Identifier: 3540278311,9783540278313
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Doi: 10.1007/11527770
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Dpi: 600
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Org File Size: 7,406,017
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Extension: djvu
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Tags: Artificial Intelligence (incl. Robotics) Health Informatics Image Processing and Computer Vision Information Systems Applications (incl.Internet) Information Storage and Retrieval Database Management
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Toc: Front Matter....Pages -Front Matter....Pages 1-1Ontology Mapping: A Way Out of the Medical Tower of Babel?....Pages 3-6Human Computer Interaction in Context Aware Wearable Systems....Pages 7-10Front Matter....Pages 11-11A New Approach to the Abstraction of Monitoring Data in Intensive Care....Pages 13-22Learning Rules with Complex Temporal Patterns in Biomedical Domains....Pages 23-32Discriminating Exanthematic Diseases from Temporal Patterns of Patient Symptoms....Pages 33-42Probabilistic Abstraction of Multiple Longitudinal Electronic Medical Records....Pages 43-47Using a Bayesian-Network Model for the Analysis of Clinical Time-Series Data....Pages 48-52Data-Driven Analysis of Blood Glucose Management Effectiveness....Pages 53-57Extending Temporal Databases to Deal with Telic/Atelic Medical Data....Pages 58-66Dichotomization of ICU Length of Stay Based on Model Calibration....Pages 67-76Front Matter....Pages 77-77AtherEx: An Expert System for Atherosclerosis Risk Assessment....Pages 79-88Smooth Integration of Decision Support into an Existing Electronic Patient Record....Pages 89-93REPS: A Rehabilitation Expert System for Post-stroke Patients....Pages 94-98Front Matter....Pages 99-99Testing Asbru Guidelines and Protocols for Neonatal Intensive Care....Pages 101-110EORCA: A Collaborative Activities Representation for Building Guidelines from Field Observations....Page