Artificial Intelligence in Medicine: 13th Conference on Artificial Intelligence in Medicine, AIME 2011, Bled, Slovenia, July 2-6, 2011. Proceedings

Front Matter....Pages -
Understanding Etiology of Complex Neurodevelopmental Disorders: Two Approaches....Pages 1-1
What BPM Technology Can Do for Healthcare Process Support....Pages 2-13
Elicitation of Neurological Knowledge with ABML....Pages 14-23
Intelligent Configuration of Social Support Networks Around Depressed Persons....Pages 24-34
Argumentation-Logic for Explaining Anomalous Patient Responses to Treatments....Pages 35-44
How to Use Symbolic Fusion to Support the Sleep Apnea Syndrome Diagnosis....Pages 45-54
Ontology-Based Generation of Dynamic Feedback on Physical Activity....Pages 55-59
A Case Study of Stacked Multi-view Learning in Dementia Research....Pages 60-69
Statistical Machine Learning for Automatic Assessment of Physical Activity Intensity Using Multi-axial Accelerometry and Heart Rate....Pages 70-79
A Data Mining Library for miRNA Annotation and Analysis....Pages 80-84
Ranking and 1-Dimensional Projection of Cell Development Transcription Profiles....Pages 85-89
Comparing Machine-Learning Classifiers in Keratoconus Diagnosis from ORA Examinations....Pages 90-95
HRVFrame: Java-Based Framework for Feature Extraction from Cardiac Rhythm....Pages 96-100
Lessons Learned from Implementing and Evaluating Computerized Decision Support Systems....Pages 101-108
CARDSS: Development and Evaluation of a Guideline Based Decision Support System for Cardiac Rehabilitation....Pages 109-118
Using Formal Concept Analysis to Discover Patterns of Non-compliance with Clinical Practice Guidelines: A Case Study in the Management of Breast Cancer....Pages 119-128
Integrating Clinical Decision Support System Development into a Development Process of Clinical Practice – Experiences from Dementia Care....Pages 129-138
Personalized Techniques for Lifestyle Change....Pages 139-148
The Intelligent Ventilator Project: Application of Physiological Models in Decision Support....Pages 149-158
Clinical Time Series Data Analysis Using Mathematical Models and DBNs....Pages 159-168
Managing COPD Exacerbations with Telemedicine....Pages 169-178
A Predictive Bayesian Network Model for Home Management of Preeclampsia....Pages 179-183
Voting Techniques for a Multi-terminology Based Biomedical Information Retrieval....Pages 184-193
Mapping Orphanet Terminology to UMLS....Pages 194-203
The FMA in OWL 2....Pages 204-214
Improving Information Retrieval by Meta-modelling Medical Terminologies....Pages 215-219
Improving the Mapping between MedDRA and SNOMED CT....Pages 220-224
COPE: Childhood Obesity Prevention [Knowledge] Enterprise....Pages 225-229
Repeated Prognosis in the Intensive Care: How Well Do Physicians and Temporal Models Perform?....Pages 230-239
Automating the Calibration of a Neonatal Condition Monitoring System....Pages 240-249
Mining Temporal Constraint Networks by Seed Knowledge Extension....Pages 250-254
A Rule-Based Method for Specifying and Querying Temporal Abstractions....Pages 255-259
Web-Based Querying and Temporal Visualization of Longitudinal Clinical Data....Pages 260-264
Careflow Planning: From Time-Annotated Clinical Guidelines to Temporal Hierarchical Task Networks....Pages 265-275
An Archetype-Based Solution for the Interoperability of Computerised Guidelines and Electronic Health Records....Pages 276-285
Variation Prediction in Clinical Processes....Pages 286-295
A Constraint Logic Programming Approach to Identifying Inconsistencies in Clinical Practice Guidelines for Patients with Comorbidity....Pages 296-301
Towards the Formalization of Guidelines Care Actions Using Patterns and Semantic Web Technologies....Pages 302-306
Exploiting OWL Reasoning Services to Execute Ontologically-Modeled Clinical Practice Guidelines....Pages 307-311
Guideline Recommendation Text Disambiguation, Representation and Testing....Pages 312-316
A Token Centric Part-of-Speech Tagger for Biomedical Text....Pages 317-326
Extracting Information from Summary of Product Characteristics for Improving Drugs Prescription Safety....Pages 327-337
Automatic Verbalisation of SNOMED Classes Using OntoVerbal....Pages 338-342
Evaluating Outliers for Cross-Context Link Discovery....Pages 343-347
Diagnosis Code Assignment Support Using Random Indexing of Patient Records – A Qualitative Feasibility Study....Pages 348-352
Back Matter....Pages -