Artificial Intelligence in Medicine: 10th Conference on Artificial Intelligence in Medicine, AIME 2005, Aberdeen, UK, July 23-27, 2005, Proceedings

Front Cover
Silvia Miksch, Jim Hunter, Elpida Keravnou
Springer, Aug 29, 2005 - Computers - 550 pages
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.
 

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Contents

A Way Out of the Medical Tower of Babel?
3
Learning Rules with Complex Temporal Patterns in Biomedical Domains
23
Probabilistic Abstraction of Multiple Longitudinal Electronic Medical
43
Decision Support Systems
56
Extending Temporal Databases to Deal with TelicAtelic Medical Data
58
An Expert System for Atherosclerosis Risk Assessment
78
A Rehabilitation Expert System for Poststroke Patients
94
A Collaborative Activities Representation for Building
111
The Use of Verbal Classification in Determining the Course of Medical
276
Interactive Knowledge Validation in CBR for Decision Support
287
Adaptation and Medical CaseBased Reasoning Focusing on Endocrine
300
Towards Information Visualization and Clustering Techniques for
315
Automatic Landmarking of Cephalograms by Cellular Neural Networks
333
Morphometry of the Hippocampus Based on a Deformable Model
353
Multiagent Patient Representation in Primary Care
375
Clinical Reasoning Learning with Simulated Patients
385

Improving Clinical Guideline Implementation Through Prototypical
126
Helping Physicians to Organize Guidelines Within Conceptual
141
MHB A ManyHeaded Bridge Between Informal and Formal
146
A HistoryBased Algebra for QualityChecking Medical Guidelines
161
Gaining Process Information from Clinical Practice Guidelines Using
181
Formalising Medical Quality Indicators to Improve Guidelines
201
OntologyMediated Distributed Decision Support for Breast Cancer
221
Building Medical Ontologies Based on Terminology Extraction from
231
Using Lexical and Logical Methods for the Alignment of Medical
241
A Benchmark Evaluation of the French MeSH Indexers
251
Ontology of Time and Situoids in Medical Conceptual Modeling
266
Which Kind of Knowledge Is Suitable for Redesigning Hospital Logistic
400
An Evolutionary Divide and Conquer Method for LongTerm Dietary
419
A Data Preprocessing Method to Increase Efficiency and Accuracy
434
Subgroup Mining for Interactive Knowledge Refinement
453
On Understanding and Assessing Feature Selection Bias
468
Learning Rules from Multisource Data for Cardiac Monitoring
484
Signature Recognition Methods for Identifying Influenza Sequences
504
An Algorithm to Learn Causal Relations Between Genes from Steady
524
Author Index
545
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