| Temporal Reasoning |
| On-Line Extraction of Successive Temporal Sequences from ICU High-Frequency Data for Decision Support Information / Sylvie Charhonnier |
| Quality Assessment of Hemodialysis Services through Temporal Data Mining / Riccardo Bellazzi ; Cristiana Larizza ; Paolo Magni ; Roberto Bellazzi |
| Idan: A Distributed Temporal-Abstraction Mediator for Medical Databases / David Boaz ; Yuval Shahar |
| Prognosis of Approaching Infectious Diseases / Rainer Schmidt ; Lothar Gierl |
| Modeling Multimedia and Temporal Aspects of Semistructured Clinical Data / Carlo Combi ; Barbara Oliboni ; Rosalba Rossato |
| NEONATE: Decision Support in the Neonatal Intensive Care Unit - A Preliminary Report / Jim Hunter ; Gary Ewing ; Yvonne Freer ; Robert Logie ; Paul McCue ; Neil McIntosh |
| Abstracting the Patient Therapeutic History through a Heuristic-Based Qualitative Handling of Temporal Indeterminacy / Jacques Bouaud ; Brigitte Séroussi ; Baptiste Touzet |
| Ontology, Terminology |
| How to Represent Medical Ontologies in View of a Semantic Web? / Christine Golbreich ; Olivier Dameron ; Bernard Gibaud ; Anita Burgun |
| Using Description Logics for Managing Medical Terminologies / Ronald Cornet ; Ameen Abu-Banna |
| Ontology for Task-Based Clinical Guidelines and the Theory of Granular Partitions / Anand Kumar ; Barry Smith |
| Speech Interfaces for Point-of-Care Guideline Systems / Martin Beveridge ; John Fox ; David Milward |
| Text Categorization prior to Indexing for the CISMEF Health Catalogue / Alexandrina Rogozan ; Aurélie Néveol ; Stefan J. Darmoni |
| Bodily Systems and the Modular Structure of the Human Body / Igor Papakin ; Katherine Munn |
| Image Processing, Simulation |
| Multi-agent Approach for Image Processing: A Case Study for MRI Human Brain Scans Interpretation / Nathalie Richard ; Michel Dojat ; Catherine Garbay |
| Qualitative Simulation of Shock States in a Virtual Patient / Altion Simo ; Marc Cavazza |
| 3D Segmentation of MR Brain Images into White Matter, Gray Matter and Cerebro-Spinal Fluid by Means of Evidence Theory / Anne-Sophie Capelle ; Olivier Colot ; Christine Fernandez-Maloigne |
| A Knowledge-Based System for the Diagnosis of Alzheimer's Disease / Sebastian Oehm ; Thomas Siessmeier ; Hans-Georg Buchholz ; Peter Bartenstein ; Thomas Uthmann |
| Guidelines, Clinical Protocols |
| DEGEL: A Hybrid, Multiple-Ontology Framework for Specification and Retrieval of Clinical Guidelines / Ohad Young ; Erez Shalom ; Alon Mayaffit ; Robert Moskovitch ; Alon Hessing ; Maya Galperin |
| Experiences in the Formalisation and Verification of Medical Protocols / Mar Marcos ; Michael Balser ; Annette ten Teije ; Frank van Harmelen ; Christoph Duelli |
| Enhancing Conventional Web Content with Intelligent Knowledge Processing / Rory Steele |
| Linking Clinical Guidelines with Formal Representations / Peter Votruba ; Silvia Miksch ; Robert Kosara |
| Computerised Advice on Drug Dosage Decisions in Childhood Leukaemia: A Method and a Safety Strategy / Chris Hurt ; Jonathan Bury ; Vaskar Saha |
| The NewGuide Project: Guidelines, Information Sharing and Learning from Exceptions / Paolo Ciccarese ; Ezio Caffi ; Lorenzo Boiocchi ; Assaf Halevy ; Silvana Quaglini ; Mario Stefanelli |
| Managing Theoretical Single-Disease Guideline Recommendations for Actual Multiple-Disease Patients / Gersende Georg |
| Informal and Formal Medical Guidelines: Bridging the Gap / Marije Geldof |
| Terminology, Natural Language |
| Rhetorical Coding of Health Promotion Dialogues / Floriana Grasso |
| Learning Derived Words from Medical Corpora / Pierre Zweigenbaum ; Natalia Grabar |
| Learning-Free Text Categorization / Patrick Ruch ; Robert Baud ; Antoine Geissbühler |
| Knowledge-Based Query Expansion over a Medical Terminology Oriented Ontology on the Web / Linda Fatima Soualmia ; Catherine Barry |
| Linking Rules to Terminologies and Applications in Medical Planning / Sanjay Modgil |
| Machine Learning |
| Classification of Ovarian Tumors Using Bayesian Least Squares Support Vector Machines / Chuan Lu ; Tony Van-Gestel ; Johan A.K. Suykens ; Sabine Van-Huffel ; Dirk Timmerman ; Ignace Vergote |
| Attribute Interactions in Medical Data Analysis / Aleks Jakulin ; Ivan Bratko ; Dragica Smrke ; Janez Demšar ; Blaž Zupan |
| Combining Supervised and Unsupervised Methods to Support Early Diagnosis of Hepatocellular Carcinoma / Federica Ciocchetta ; Rossana Dell'Anna ; Francesca Demichelis ; Amar Paul Dhillon ; Alberto Quaglia ; Andrea Sboner |
| Analysis of Gene Expression Data by the Logic Minimization Approach / Dragan Gamberger ; Nada Lavrač |
| A Journey trough Clinical Applications of Multimethod Decision Trees / Petra Povalej ; Mitja Lenič ; Milojka Molan Štiglic ; Maja Skerbinjek Kavalar ; Jernej Završnik ; Peter Kokol |
| Probabilistic Networks, Bayesian Models |
| Detailing Test Characteristics for Probabilistic Networks / Danielle Sent ; Linda C. van der Gaag |
| Bayesian Learning of the Gas Exchange Properties of the Lung for Prediction of Arterial Oxygen Saturation / David Murley ; Stephen Rees ; Bodil Rasmussen ; Steen Andreassen |
| Hierarchical Dirichlét Learning - Filling in the Thin Spots in a Database / Brian Kristensen ; Alina Zalounina ; Leonard Leibovici ; Uwe Frank ; Henrik C. Schønheyder |
| A Bayesian Neural Network Approach for Sleep Apnea Classification / Oscar Fontenla-Romero ; Bertha Guijarro-Berdiñas ; Amparo Alonso-Betanzos ; Ana del Rocio Fraga-Iglesias ; Vicente Moret-Bonillo |
| Probabilistic Networks as Probabilistic Forecasters / Silja Renooij |
| Finding and Explaining Optimal Treatments / Concha Bielza ; Juan A. Fernández del Pozo ; Peter Lucas |
| Case Based Reasoning, Decision Support |
| Acquisition of Adaptation Knowledge for Breast Cancer Treatment Decision Support / Jean Lieber ; Mathieu d'Aquin ; Pierre Bey ; Amedeo Napoli ; Maria Rios ; Catherine Sauvagnac |
| Case Based Reasoning for Medical Decision-Support in a Safety Critical Environment / Isabelle Bichindaritz ; Carol Moinpour ; Emin Kansu ; Gary Donaldson ; Nigel Bush ; Keith M. Sullivan |
| Constraint Reasoning in Deep Biomedical Models / Jorge Cruz ; Pedro Barahona |
| Interactive Decision Support for Medical Planning / David W. Glasspool ; Fortunato D. Castillo ; Victoria E.L. Monaghan |
| Compliance with the Hyperlipidaemia Consensus: Clinicians versus the Computer / Wouter P. van Rijsinge ; Frank Visseren ; Yolanda van der Graaf |
| WoundCare: A Palm Pilot-Based Expert System for the Treatment of Pressure Ulcers / Douglas D. Dankel ; Mark Connor ; Zulma Chardon |
| VIE-DIAB: A Support Program for Telemedical Glycaemic Control / Christian Popow ; Werner Horn ; Birgit Rami ; Edith Schober |
| Data Mining, Knowledge Discovery |
| Drifting Concepts as Hidden Factors in Clinical Studies / Matjaž Kukar |
| Multi-relational Data Mining in Medical Databases / Amaury Habrard ; Marc Bernard ; François Jacquenet |
| Invited Talks |
| Is It Time to Trade """"Wet-Work"""" for Network? / Zoltan Szallasi |
| Robots as Models of the Brain: What Can We Learn from Modelling Rat Navigation and Infant Imitation Games? / Philippe Gaussier ; Pierre Andry ; Jean Paul Banquet ; Mathias Quoy ; Jacqueline Nadel ; Arnaud Revel |
| Author Index |
| Temporal Reasoning |
| On-Line Extraction of Successive Temporal Sequences from ICU High-Frequency Data for Decision Support Information / Sylvie Charhonnier |
| Quality Assessment of Hemodialysis Services through Temporal Data Mining / Riccardo Bellazzi ; Cristiana Larizza ; Paolo Magni ; Roberto Bellazzi |
| Idan: A Distributed Temporal-Abstraction Mediator for Medical Databases / David Boaz ; Yuval Shahar |
| Prognosis of Approaching Infectious Diseases / Rainer Schmidt ; Lothar Gierl |
| Modeling Multimedia and Temporal Aspects of Semistructured Clinical Data / Carlo Combi ; Barbara Oliboni ; Rosalba Rossato |
