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 1-1 Ontology Mapping: A Way Out of the Medical Tower of Babel?....Pages 3-6 Human Computer Interaction in Context Aware Wearable Systems....Pages 7-10 Front Matter....Pages 11-11 A New Approach to the Abstraction of Monitoring Data in Intensive Care....Pages 13-22 Learning Rules with Complex Temporal Patterns in Biomedical Domains....Pages 23-32 Discriminating Exanthematic Diseases from Temporal Patterns of Patient Symptoms....Pages 33-42 Probabilistic Abstraction of Multiple Longitudinal Electronic Medical Records....Pages 43-47 Using a Bayesian-Network Model for the Analysis of Clinical Time-Series Data....Pages 48-52 Data-Driven Analysis of Blood Glucose Management Effectiveness....Pages 53-57 Extending Temporal Databases to Deal with Telic/Atelic Medical Data....Pages 58-66 Dichotomization of ICU Length of Stay Based on Model Calibration....Pages 67-76 Front Matter....Pages 77-77 AtherEx: An Expert System for Atherosclerosis Risk Assessment....Pages 79-88 Smooth Integration of Decision Support into an Existing Electronic Patient Record....Pages 89-93 REPS: A Rehabilitation Expert System for Post-stroke Patients....Pages 94-98 Front Matter....Pages 99-99 Testing Asbru Guidelines and Protocols for Neonatal Intensive Care....Pages 101-110 EORCA: A Collaborative Activities Representation for Building Guidelines from Field Observations....Page