11. AIME 2007: Amsterdam, The Netherlands

Riccardo Bellazzi, Ameen Abu-Hanna, Jim Hunter (Eds.): Artificial Intelligence in Medicine, 11th Conference on Artificial Intelligence in Medicine, AIME 2007, Amsterdam, The Netherlands, July 7-11, 2007, Proceedings. Lecture Notes in Computer Science 4594 Springer 2007, ISBN 978-3-540-73598-4 BibTeX

Agent-Based Systems

Thomas Guyet, Catherine Garbay, Michel Dojat:
A Human-Machine Cooperative Approach for Time Series Data Interpretation. 3-12
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Benoit Scherrer, Michel Dojat, Florence Forbes, Catherine Garbay:
MRF Agent Based Segmentation: Application to MRI Brain Scans. 13-23
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Shizhuo Zhu, Joanna Abraham, Sharoda A. Paul, Madhu C. Reddy, John Yen, Mark Pfaff, Christopher DeFlitch:
R-CAST-MED: Applying Intelligent Agents to Support Emergency Medical Decision-Making Teams. 24-33
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Marjorie McShane, Sergei Nirenburg, Stephen Beale, Bruce Jarrell, George Fantry:
Knowledge-Based Modeling and Simulation of Diseases with Highly Differentiated Clinical Manifestations. 34-43
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Mamadou Ndiaye, Abel Kinie, Jean-Jacques Montois:
Co-operative Agents in Analysis and Interpretation of Intracerebral EEG Activity: Application to Epilepsy. 44-48
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David Isern, David Sánchez, Antonio Moreno:
An Ontology-Driven Agent-Based Clinical Guideline Execution Engine. 49-53
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Temporal Data Mining

Derek H. Sleeman, Nick Fluck, Elias Gyftodimos, Laura Moss, Gordon Christie:
An Intelligent Aide for Interpreting a Patient's Dialysis Data Set. 57-66
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Manuel Campos, José Palma, Roque Marín:
Temporal Data Mining with Temporal Constraints. 67-76
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Maurice Prijs, Linda Peelen, Paul Bresser, Niels Peek:
A Nearest Neighbor Approach to Predicting Survival Time with an Application in Chronic Respiratory Disease. 77-86
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Stefan Visscher, Peter J. F. Lucas, Ildikó Flesch, Karin Schurink:
Using Temporal Context-Specific Independence Information in the Exploratory Analysis of Disease Processes. 87-96
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Tudor Toma, Ameen Abu-Hanna, Robert-Jan Bosman:
Discovery and Integration of Organ-Failure Episodes in Mortality Prediction. 97-106
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Machine Learning and Knowledge Discovery

Petra Kralj, Nada Lavrac, Dragan Gamberger, Antonija Krstacic:
Contrast Set Mining for Distinguishing Between Similar Diseases. 109-118
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Matjaz Kukar, Luka Sajn, Ciril Groselj, Jera Groselj:
Multi-resolution Image Parametrization in Stepwise Diagnostics of Coronary Artery Disease. 119-129
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Wiebke Sieben, Ursula Gather:
Classifying Alarms in Intensive Care - Analogy to Hypothesis Testing. 130-138
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Nevin Lianwen Zhang, Shihong Yuan, Tao Chen, Yi Wang:
Hierarchical Latent Class Models and Statistical Foundation for Traditional Chinese Medicine. 139-143
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Igor Trajkovski, Nada Lavrac:
Interpreting Gene Expression Data by Searching for Enriched Gene Sets. 144-148
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Lacey Gunter, Ji Zhu, Susan Murphy:
Variable Selection for Optimal Decision Making. 149-154
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Dragan Gamberger, Nada Lavrac:
Supporting Factors in Descriptive Analysis of Brain Ischaemia. 155-159
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Lina Fatima Soualmia, Badisse Dahamna:
Knowledge Acquisition from a Medical Corpus: Use and Return on Experiences. 160-164
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Olivier Caelen, Gianluca Bontempi, Luc Barvais:
Machine Learning Techniques for Decision Support in Anesthesia. 165-169
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François Portet, Rene Quiniou, Marie-Odile Cordier, Guy Carrault:
Learning Decision Tree for Selecting QRS Detectors for Cardiac Monitoring. 170-174
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Aleksander Pur, Marko Bohanec, Nada Lavrac, Bojan Cestnik, Marko Debeljak, Anton Gradisek:
Monitoring Human Resources of a Public Health-Care System Through Intelligent Data Analysis and Visualization. 175-179
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Angelo Nuzzo, Daniele Segagni, Giuseppe Milani, Cinzia Sala, Cristiana Larizza:
An Integrated IT System for Phenotypic and Genotypic Data Mining and Management. 180-184
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Arnaud Gaudinat, Natalia Grabar, Célia Boyer:
Automatic Retrieval of Web Pages with Standards of Ethics and Trustworthiness Within a Medical Portal: What a Page Name Tells Us. 185-189
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Eileen Malo, Rodrigo Salas, Mónica Catalán, Patricia López:
A Mixed Data Clustering Algorithm to Identify Population Patterns of Cancer Mortality in Hijuelas-Chile. 190-194
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Steffen Leonhardt, Vojislav Kecman:
Novel Features for Automated Lung Function Diagnosis in Spontaneously Breathing Infants. 195-199
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V. L. J. Karthaus, H. H. L. M. Donkers, J. C. Grutters, H. Jaap van den Herik, J. M. M. van den Bosch:
Multi-level Clustering in Sarcoidosis: A Preliminary Study. 200-204
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Text Mining, Natural Language Processing and Generation

Janneke van der Zwaan, Erik F. Tjong Kim Sang, Maarten de Rijke:
An Experiment in Automatic Classification of Pathological Reports. 207-216
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Tanja Urbancic, Ingrid Petric, Bojan Cestnik, Marta Macedoni-Luksic:
Literature Mining: Towards Better Understanding of Autism. 217-226
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François Portet, Ehud Reiter, Jim Hunter, Somayajulu Sripada:
Automatic Generation of Textual Summaries from Neonatal Intensive Care Data. 227-236
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Dimitrios Kokkinakis, Anders Thurin:
Anonymisation of Swedish Clinical Data. 237-241
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Thierry Delbecque, Pierre Zweigenbaum:
MetaCoDe: A Lightweight UMLS Mapping Tool. 242-246
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Frédéric Ehrler, Patrick Ruch:
Unsupervised Documents Categorization Using New Threshold-Sensitive Weighting Technique. 247-251
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Natalia Grabar, Sonia Krivine:
Application of Cross-Language Criteria for the Automatic Distinction of Expert and Non Expert Online Health Documents. 252-256
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Kerstin Denecke, Jochen Bernauer:
Extracting Specific Medical Data Using Semantic Structures. 257-264
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Ontologies

Martin J. O'Connor, Ravi Shankar, Samson W. Tu, Csongor Nyulas, Dave Parrish, Mark A. Musen, Amar K. Das:
Using Semantic Web Technologies for Knowledge-Driven Querying of Biomedical Data. 267-276
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Arash Shaban-Nejad, Volker Haarslev:
Categorical Representation of Evolving Structure of an Ontology for Clinical Fungus. 277-286
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Boontawee Suntisrivaraporn, Franz Baader, Stefan Schulz, Kent A. Spackman:
Replacing SEP-Triplets in SNOMED CT Using Tractable Description Logic Operators. 287-291
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Olivier Steichen, Christel Daniel-Le Bozec, Marie-Christine Jaulent, Jean Charlet:
Building an Ontology of Hypertension Management. 292-296
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Linda Peelen, Michel C. A. Klein, Stefan Schlobach, Nicolette de Keizer, Niels Peek:
Analyzing Differences in Operational Disease Definitions Using Ontological Modeling. 297-302
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Decision Support Systems

I. B. Vermeulen, Sander M. Bohte, Sylvia G. Elkhuizen, J. S. Lameris, Piet J. M. Bakker, Johannes A. La Poutré:
Adaptive Optimization of Hospital Resource Calendars. 305-315
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Danielle Sent, Linda C. van der Gaag:
On the Behaviour of Information Measures for Test Selection. 316-325
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Alex Aussem, Sergio Rodrigues de Morais, Marilys Corbex:
Nasopharyngeal Carcinoma Data Analysis with a Novel Bayesian Network Skeleton Learning Algorithm. 326-330
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Danielle Sent, Linda C. van der Gaag:
Enhancing Automated Test Selection in Probabilistic Networks. 331-335
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Niels Peek, Marion Verduijn, Winston G. Tjon Sjoe-Sjoe, Peter M. J. Rosseel, Evert de Jonge, Bas A. de Mol:
ProCarSur: A System for Dynamic Prognostic Reasoning in Cardiac Surgery. 336-340
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Konstantinos Stamatakis, V. Metsis, Vangelis Karkaletsis, Marek Ruzicka, Vojtech Svátek, Enrique Amigó, Matti Pöllä, Constantine D. Spyropoulos:
Content Collection for the Labelling of Health-Related Web Content. 341-345
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Marina Velikova, Nivea de Carvalho Ferreira, Peter J. F. Lucas:
Bayesian Network Decomposition for Modeling Breast Cancer Detection. 346-350
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A. B. Meijer:
A Methodology for Automated Extraction of the Optimal Pathways from Influence Diagrams. 351-358
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Brigitte Séroussi, Jacques Bouaud, Hugette Lioté, Charles Mayaud:
Computer-Aided Assessment of Drug-Induced Lung Disease Plausibility. 359-363
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Applications of AI-Based Image Processing Techninques

Maria Grazia Albanesi, Silvia Panzarasa, B. Cattani, S. Dezza, M. Maggi, Silvana Quaglini:
Segmentation Techniques for Automatic Region Extraction: An Application to Aphasia Rehabilitation. 367-377
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Marco Mora, Mary Carmen Jarur, Leopoldo Pavesi, Eduardo Achu, Horacio Drut:
A Pattern Recognition Approach to Diagnose Foot Plant Pathologies: From Segmentation to Classification. 378-387
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Yang Chen, Wufan Chen, Pengcheng Shi, Yanqiu Feng, Qianjin Feng, Qingqi Wang, Zhiyong Huang:
A Novel Way of Incorporating Large-Scale Knowledge into MRF Prior Model. 388-392
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Sennay Ghebreab, Arnold W. M. Smeulders, Pieter W. Adriaans:
Predictive Modeling of fMRI Brain States Using Functional Canonical Correlation Analysis. 393-397
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Protocols and Guidelines

Katharina Kaiser, Silvia Miksch:
Formalizing 'Living Guidelines' Using LASSIE: A Multi-step Information Extraction Method. 401-410
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Perry Groot, Arjen Hommersom, Peter J. F. Lucas, Radu Serban, Annette ten Teije, Frank van Harmelen:
The Role of Model Checking in Critiquing Based on Clinical Guidelines. 411-420
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Gersende Georg, Marc Cavazza:
Integrating Document-Based and Knowledge-Based Models for Clinical Guidelines Analysis. 421-430
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Samson W. Tu, Shantha Condamoor, Tim Mather, Richard Hall, Neill Jones, Mark A. Musen:
Document-Oriented Views of Guideline Knowledge Bases. 431-440
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Andreas Seyfang, Begoña Martínez-Salvador, Radu Serban, Jolanda Wittenberg, Silvia Miksch, Mar Marcos, Annette ten Teije, Kitty Rosenbrand:
Maintaining Formal Models of Living Guidelines Efficiently. 441-445
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Subramani Mani, Constantin F. Aliferis:
A Causal Modeling Framework for Generating Clinical Practice Guidelines from Data. 446-450
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Sajjad Hussain, Samina Raza Abidi, Syed Sibte Raza Abidi:
Semantic Web Framework for Knowledge-Centric Clinical Decision Support Systems. 451-455
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Bastian Wemmenhove, Joris M. Mooij, Wim Wiegerinck, Martijn A. R. Leisink, Hilbert J. Kappen, Jan P. Neijt:
Inference in the Promedas Medical Expert System. 456-460
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Silvia Panzarasa, Silvana Quaglini, Anna Cavallini, S. Marcheselli, Mario Stefanelli, Giuseppe Micieli:
Computerised Guidelines Implementation: Obtaining Feedback for Revision of Guidelines, Clinical Data Model and Data Flow. 461-466
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Workflow Systems

Carlo Combi, Matteo Gozzi, José M. Juárez, Roque Marín, Barbara Oliboni:
Querying Clinical Workflows by Temporal Similarity. 469-478
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Federico Chesani, Paola Mello, Marco Montali, Sergio Storari:
Testing Careflow Process Execution Conformance by Translating a Graphical Language to Computational Logic. 479-488
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John A. Bohada, David Riaño, Francis Real:
Induction of Partial Orders to Predict Patient Evolutions in Medicine. 489-499
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Giorgio Leonardi, Silvana Quaglini, Mara de Amici, Mario Stefanelli, Cristina Torre, Giorgio Ciprandi:
Interacting Agents for the Risk Assessment of Allergies in Newborn Babies. 500-505
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