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Artificial intelligence in medicine : 10th Conference on Artificial Intelligence in Medicine, AIME 2005, Aberdeen, UK, July 23-27, 2005 ; proceedings /
Silvia Miksch, Jim Hunter, Elpida Keravnou (eds.).
imprint
Berlin : Springer, c2005.
description
xvii, 547 p. : fig., tab. ; 24 cm.
ISBN
3540278311 (pbk.), 9783540278313
format(s)
Book
Holdings
More Details
imprint
Berlin : Springer, c2005.
isbn
3540278311 (pbk.)
9783540278313
contents note
Invited talks -- 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.
catalogue key
5631991
 
Includes bibliographical references and index.
A Look Inside
Summaries
Main Description
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.
Main Description
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.
Table of Contents
Ontology mapping : a way out of the medical Tower of Babel?p. 3
Human computer interaction in context aware wearable systemsp. 7
A new approach to the abstraction of monitoring data in intensive carep. 13
Learning rules with complex temporal patterns in biomedical domainsp. 23
Discriminating exanthematic diseases from temporal patterns of patient symptomsp. 33
Probabilistic abstraction of multiple longitudinal electronic medical recordsp. 43
Using a Bayesian-network model for the analysis of clinical time-series datap. 48
Data-driven analysis of blood glucose management effectivenessp. 53
Extending temporal databases to deal with telic/atelic medical datap. 58
Dichotomization of ICU length of stay based on model calibrationp. 67
AtherEx : an expert system for atherosclerosis risk assessmentp. 79
Smooth integration of decision support into an existing electronic patient recordp. 89
REPS : a rehabilitation expert system for post-stroke patientsp. 94
Testing Asbru guidelines and protocols for neonatal intensive carep. 101
EORCA : a collaborative activities representation for building guidelines from field observationsp. 111
Design patterns for modelling medical guidelinesp. 121
Improving clinical guideline implementation through prototypical design patternsp. 126
Automatic derivation of a decision tree to represent guideline-based therapeutic strategies for the management of chronic diseasesp. 131
Exploiting decision theory for supporting therapy selection in computerized clinical guidelinesp. 136
Helping physicians to organize guidelines within conceptual hierarchiesp. 141
MHB - a many-headed bridge between informal and formal guideline representationsp. 146
Clinical guidelines adaptation : managing authoring and versioning issuesp. 151
Open-source publishing of medical knowledge for creation of computer-interpretable guidelinesp. 156
A history-based algebra for quality-checking medical guidelinesp. 161
The spock system : developing a runtime application engine for hybrid-Asbru guidelinesp. 166
AI planning technology as a component of computerised clinical practice guidelinesp. 171
Gaining process information from clinical practice guidelines using information extractionp. 181
Ontology-driven extraction of linguistic patterns for modelling clinical guidelinesp. 191
Formalising medical quality indicators to improve guidelinesp. 201
Oncology ontology in the NCI thesaurusp. 213
Ontology-mediated distributed decision support for breast cancerp. 221
Multimedia data management to assist tissue microarrays designp. 226
Building medical ontologies based on terminology extraction from texts : methodological propositionsp. 231
Translating biomedical terms by inferring transducersp. 236
Using lexical and logical methods for the alignment of medical terminologiesp. 241
Latent argumentative pruning for compact MEDLINE indexingp. 246
A benchmark evaluation of the French MeSH indexersp. 251
Populating an allergens ontology using natural language processing and machine learning techniquesp. 256
Ontology of time and situoids in medical conceptual modelingp. 266
The use of verbal classification in determining the course of medical treatment by medicinal herbsp. 276
Interactive knowledge validation in CBR for decision support in medicinep. 289
Adaptation and medical case-based reasoning, focusing on endocrine therapy supportp. 300
Transcranial magnetic stimulation (TMS) to evaluate and classify mental diseases using neural networksp. 310
Towards information visualization and clustering techniques for MRI data setsp. 315
Electrocardiographic imaging : towards automated interpretation of activation mapsp. 323
Automatic landmarking of cephalograms by cellular neural networksp. 333
Anatomical sketch understanding : recognizing explicit and implicit structurep. 343
Morphometry of the hippocampus based on a deformable model and support vector machinesp. 353
Automatic segmentation of whole-body bone scintigrams as a preprocessing step for computer assisted diagnosticsp. 363
Multi-agent patient representation in primary carep. 375
Clinical reasoning learning with simulated patientsp. 385
Implicit learning system for teaching the art of acute cardiac infarction diagnosisp. 395
Which kind of knowledge is suitable for redesigning hospital logistic processes?p. 400
Web mining techniques for automatic discovery of medical knowledgep. 409
Resource modeling and analysis of regional public health care data by means of knowledge technologiesp. 414
An evolutionary divide and conquer method for long-term dietary menu planningp. 419
Human/computer interaction to learn scenarios from ICU multivariate time seriesp. 424
Mining clinical data : selecting decision support algorithm for the MET-AP systemp. 429
A data pre-processing method to increase efficiency and accuracy in data miningp. 434
Rule discovery in epidemiologic surveillance data using EpiXCS : an evolutionary computation approachp. 444
Subgroup mining for interactive knowledge refinementp. 453
Evidence accumulation for identifying discriminatory signatures in biomedical spectrap. 463
On understanding and assessing feature selection biasp. 468
A model-based approach to visualizing classification decisions for patient diagnosisp. 473
Learning rules from multisource data for cardiac monitoringp. 484
Effective confidence region prediction using probability forecastersp. 494
Signature recognition methods for identifying influenza sequencesp. 504
Conquering the curse of dimensionality in gene expression cancer diagnosis : tough problem, simple modelsp. 514
An algorithm to learn causal relations between genes from steady state data : simulation and its application to melanoma datasetp. 524
Relation mining over a corpus of scientific literaturep. 535
Table of Contents provided by Blackwell. All Rights Reserved.

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