10. AIME 2005:
Aberdeen, UK
Silvia Miksch, Jim Hunter, Elpida T. Keravnou (Eds.):
Artificial Intelligence in Medicine, 10th Conference on Artificial Intelligence in Medicine, AIME 2005, Aberdeen, UK, July 23-27, 2005, Proceedings.
Lecture Notes in Computer Science 3581 Springer 2005, ISBN 3-540-27831-1 
Invited Talks
- Frank van Harmelen:
Ontology Mapping: A Way Out of the Medical Tower of Babel?
3-6
- Paul Lukowicz:
Human Computer Interaction in Context Aware Wearable Systems.
7-10
Temporal Representation and Reasoning
- S. Sharshar, Laurent Allart, Marie-Christine Chambrin:
A New Approach to the Abstraction of Monitoring Data in Intensive Care.
13-22
- Lucia Sacchi, Riccardo Bellazzi, Cristiana Larizza, Riccardo Porreca, Paolo Magni:
Learning Rules with Complex Temporal Patterns in Biomedical Domains.
23-32
- Silvana Badaloni, Marco Falda:
Discriminating Exanthematic Diseases from Temporal Patterns of Patient Symptoms.
33-42
- Michael Ramati, Yuval Shahar:
Probabilistic Abstraction of Multiple Longitudinal Electronic Medical Records.
43-47
- Stefan Visscher, Peter J. F. Lucas, Karin Schurink, Marc Bonten:
Using a Bayesian-Network Model for the Analysis of Clinical Time-Series Data.
48-52
- Barry Nannings, Ameen Abu-Hanna, Robert-Jan Bosman:
Data-Driven Analysis of Blood Glucose Management Effectiveness.
53-57
- Paolo Terenziani, Richard T. Snodgrass, Alessio Bottrighi, Mauro Torchio, Gianpaolo Molino:
Extending Temporal Databases to Deal with Telic/Atelic Medical Data.
58-66
- Marion Verduijn, Niels Peek, Frans Voorbraak, Evert de Jonge, Bas A. de Mol:
Dichotomization of ICU Length of Stay Based on Model Calibration.
67-76
Decision Support Systems
Clinical Guidelines and Protocols
- Christian Fuchsberger, Jim Hunter, Paul McCue:
Testing Asbru Guidelines and Protocols for Neonatal Intensive Care.
101-110
- Liliane Pellegrin, Nathalie Bonnardel, François Antonini, Jacques Albanèse, Claude Martins, Hervé Chaudet:
EORCA: A Collaborative Activities Representation for Building Guidelines from Field Observations.
111-120
- Radu Serban, Annette ten Teije, Mar Marcos, Cristina Polo-Conde, Kitty Rosenbrand, Jolanda Wittenberg, Joyce van Croonenborg:
Design Patterns for Modelling Guidelines.
121-125
- Monika Moser, Silvia Miksch:
Improving Clinical Guideline Implementation Through Prototypical Design Patterns.
126-130
- Brigitte Séroussi, Jacques Bouaud, Jean-Jacques Vieillot:
Automatic Derivation of a Decision Tree to Represent Guideline-Based Therapeutic Strategies for the Management of Chronic Diseases.
131-135
- Stefania Montani, Paolo Terenziani, Alessio Bottrighi:
Exploiting Decision Theory for Supporting Therapy Selection in Computerized Clinical Guidelines.
136-140
- Diego Sona, Paolo Avesani, Robert Moskovitch:
Helping Physicians to Organize Guidelines Within Conceptual Hierarchies.
141-145
- Andreas Seyfang, Silvia Miksch, Cristina Polo-Conde, Jolanda Wittenberg, Mar Marcos, Kitty Rosenbrand:
MHB - A Many-Headed Bridge Between Informal and Formal Guideline Representations.
146-150
- Paolo Terenziani, Stefania Montani, Alessio Bottrighi, Gianpaolo Molino, Mauro Torchio:
Clinical Guidelines Adaptation: Managing Authoring and Versioning Issues.
151-155
- Mor Peleg, Rory Steele, Richard Thomson, Vivek Patkar, Tony Rose, John Fox:
Open-Source Publishing of Medical Knowledge for Creation of Computer-Interpretable Guidelines.
156-160
- Arjen Hommersom, Peter J. F. Lucas, Patrick van Bommel, Theo P. van der Weide:
A History-Based Algebra for Quality-Checking Medical Guidelines.
161-165
- Ohad Young, Yuval Shahar:
The Spock System: Developing a Runtime Application Engine for Hybrid-Asbru Guidelines.
166-170
- Kirsty Bradbrook, Graham Winstanley, David Glasspool, John Fox, Richard N. Griffiths:
AI Planning Technology as a Component of Computerised Clinical Practice Guidelines.
171-180
- Katharina Kaiser, Cem Akkaya, Silvia Miksch:
Gaining Process Information from Clinical Practice Guidelines Using Information Extraction.
181-190
- Radu Serban, Annette ten Teije, Frank van Harmelen, Mar Marcos, Cristina Polo-Conde:
Ontology-Driven Extraction of Linguistic Patterns for Modelling Clinical Guidelines.
191-200
- Marjolein van Gendt, Annette ten Teije, Radu Serban, Frank van Harmelen:
Formalising Medical Quality Indicators to Improve Guidelines.
201-210
Ontology and Terminology
- Anand Kumar, Barry Smith:
Oncology Ontology in the NCI Thesaurus.
213-220
- Srinandan Dasmahapatra, David Dupplaw, Bo Hu, Paul H. Lewis, Nigel Shadbolt:
Ontology-Mediated Distributed Decision Support for Breast Cancer.
221-225
- Julie Bourbeillon, Catherine Garbay, Joëlle Simony-Lafontaine, Françoise Giroud:
Multimedia Data Management to Assist Tissue Microarrays Design.
226-230
- Audrey Baneyx, Jean Charlet, Marie-Christine Jaulent:
Building Medical Ontologies Based on Terminology Extraction from Texts: Methodological Propositions.
231-235
- Vincent Claveau, Pierre Zweigenbaum:
Translating Biomedical Terms by Inferring Transducers.
236-240
- Michel C. A. Klein, Zharko Aleksovski:
Using Lexical and Logical Methods for the Alignment of Medical Terminologies.
241-245
- Patrick Ruch, Robert H. Baud, Johan Marty, Antoine Geissbühler, Imad Tbahriti, Anne-Lise Veuthey:
Latent Argumentative Pruning for Compact MEDLINE Indexing.
246-250
- Aurélie Névéol, Vincent Mary, Arnaud Gaudinat, Célia Boyer, Alexandrina Rogozan, Stéfan Jacques Darmoni:
A Benchmark Evaluation of the French MeSH Indexers.
251-255
- Alexandros G. Valarakos, Vangelis Karkaletsis, Dimitra Alexopoulou, Elsa Papadimitriou, Constantine D. Spyropoulos:
Populating an Allergens Ontology Using Natural Language Processing and Machine Learning Techniques.
256-265
- Heinrich Herre, Barbara Heller:
Ontology of Time and Situoids in Medical Conceptual Modeling.
266-275
- Leonas Ustinovichius, Robert Balcevich, Dmitry Kochin, Ieva Sliesoraityte:
The Use of Verbal Classification for Determining the Course of Medical Treatment by Medicinal Herbs.
276-285
Case-Based Reasoning, Signal Interpretation, Visual Mining
- Monica H. Ou, Geoff A. W. West, Mihai Lazarescu, Chris Clay:
Interactive Knowledge Validation in CBR for Decision Support in Medicine.
289-299
- Rainer Schmidt, Olga Vorobieva:
Adaptation and Medical Case-Based Reasoning Focusing on Endocrine Therapy Support.
300-309
- Alberto Faro, Daniela Giordano, Manuela Pennisi, Giacomo Scarciofalo, Concetto Spampinato, Francesco Tramontana:
Transcranial Magnetic Stimulation (TMS) to Evaluate and Classify Mental Diseases Using Neural Networks.
310-314
- Umberto Castellani, Carlo Combi, Pasquina Marzola, Vittorio Murino, Andrea Sbarbati, Marco Zampieri:
Towards Information Visualization and Clustering Techniques for MRI Data Sets.
315-319
Computer Vision and Imaging
- Liliana Ironi, Stefania Tentoni:
Electrocardiographic Imaging: Towards Automated Interpretation of Activation Maps.
323-332
- Daniela Giordano, Rosalia Leonardi, Francesco Maiorana, Gabriele Cristaldi, Maria Luisa Distefano:
Automatic Landmarking of Cephalograms by Cellular Neural Networks.
333-342
- Peter Haddawy, Matthew N. Dailey, Ploen Kaewruen, Natapope Sarakhette:
Anatomical Sketch Understanding: Recognizing Explicit and Implicit Structure.
343-352
- Jeong-Sik Kim, Yong-Guk Kim, Soo-Mi Choi, Myoung-Hee Kim:
Morphometry of the Hippocampus Based on a Deformable Model and Support Vector Machines.
353-362
- Luka Sajn, Matjaz Kukar, Igor Kononenko, Metka Milcinski:
Automatic Segmentation of Whole-Body Bone Scintigrams as a Preprocessing Step for Computer Assisted Diagnostics.
363-372
Knowledge Management
Machine Learning, Knowledge Discovery and Data Mining
- David Sánchez, Antonio Moreno:
Web Mining Techniques for Automatic Discovery of Medical Knowledge.
409-413
- Nada Lavrac, Marko Bohanec, Aleksander Pur, Bojan Cestnik, Mitja Jermol, Tanja Urbancic, Marko Debeljak, Branko Kavsek, Tadeja Kopac:
Resource Modeling and Analysis of Regional Public Health Care Data by Means of Knowledge Technologies.
414-418
- Balázs Gaál, István Vassányi, György Kozmann:
An Evolutionary Divide and Conquer Method for Long-Term Dietary Menu Planning.
419-423
- Thomas Guyet, Catherine Garbay, Michel Dojat:
Human/Computer Interaction to Learn Scenarios from ICU Multivariate Time Series.
424-428
- Jerzy Blaszczynski, Ken Farion, Wojtek Michalowski, Szymon Wilk, Steven Rubin, Dawid Weiss:
Mining Clinical Data: Selecting Decision Support Algorithm for the MET-AP System.
429-433
- Amir R. Razavi, Hans Gill, Hans Åhlfeldt, Nosrat Shahsavar:
A Data Pre-processing Method to Increase Efficiency and Accuracy in Data Mining.
434-443
- John H. Holmes, Jennifer A. Sager:
Rule Discovery in Epidemiologic Surveillance Data Using EpiXCS: An Evolutionary Computation Approach.
444-452
- Martin Atzmüller, Joachim Baumeister, Achim Hemsing, Ernst-Jürgen Richter, Frank Puppe:
Subgroup Mining for Interactive Knowledge Refinement.
453-462
- A. Bamgbade, Ray L. Somorjai, B. Dolenko, Erinija Pranckeviciene, A. E. Nikulin, Richard Baumgartner:
Evidence Accumulation to Identify Discriminatory Signatures in Biomedical Spectra.
463-467
- Sarunas Raudys, Richard Baumgartner, Ray L. Somorjai:
On Understanding and Assessing Feature Selection Bias.
468-472
- Keith Marsolo, Srinivasan Parthasarathy, Michael D. Twa, Mark Bullimore:
A Model-Based Approach to Visualizing Classification Decisions for Patient Diagnosis.
473-483
- Élisa Fromont, Rene Quiniou, Marie-Odile Cordier:
Learning Rules from Multisource Data for Cardiac Monitoring.
484-493
- David G. Lindsay, Siân Cox:
Effective Confidence Region Prediction Using Probability Forecasters.
494-503
- Jitimon Keinduangjun, Punpiti Piamsa-nga, Yong Poovorawan:
Signature Recognition Methods for Identifying Influenza Sequences.
504-513
- Minca Mramor, Gregor Leban, Janez Demsar, Blaz Zupan:
Conquering the Curse of Dimensionality in Gene Expression Cancer Diagnosis: Tough Problem, Simple Models.
514-523
- Xin Zhang, Chitta Baral, Seungchan Kim:
An Algorithm to Learn Causal Relations Between Genes from Steady State Data: Simulation and Its Application to Melanoma Dataset.
524-534
- Fabio Rinaldi, Gerold Schneider, Kaarel Kaljurand, Michael Hess, Christos Andronis, Andreas Persidis, Ourania Konstanti:
Relation Mining over a Corpus of Scientific Literature.
535-544
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