| 2005 | The Spock System: Developing a Runtime Application Engine for Hybrid-Asbru Guidelines. | Ohad Young, Yuval Shahar |
| 2005 | Using a Bayesian-Network Model for the Analysis of Clinical Time-Series Data. | Stefan Visscher, Peter J. F. Lucas, Karin Schurink, Marc Bonten |
| 2005 | Dichotomization of ICU Length of Stay Based on Model Calibration. | Marion Verduijn, Niels Peek, Frans Voorbraak, Evert de Jonge, Bas A. de Mol |
| 2005 | Populating an Allergens Ontology Using Natural Language Processing and Machine Learning Techniques. | Alexandros G. Valarakos, Vangelis Karkaletsis, Dimitra Alexopoulou, Elsa Papadimitriou, Constantine D. Spyropoulos |
| 2005 | The Use of Verbal Classification for Determining the Course of Medical Treatment by Medicinal Herbs. | Leonas Ustinovichius, Robert Balcevich, Dmitry Kochin, Ieva Sliesoraityte |
| 2005 | Extending Temporal Databases to Deal with Telic/Atelic Medical Data. | Paolo Terenziani, Richard T. Snodgrass, Alessio Bottrighi, Mauro Torchio, Gianpaolo Molino |
| 2005 | Clinical Guidelines Adaptation: Managing Authoring and Versioning Issues. | Paolo Terenziani, Stefania Montani, Alessio Bottrighi, Gianpaolo Molino, Mauro Torchio |
| 2005 | Helping Physicians to Organize Guidelines Within Conceptual Hierarchies. | Diego Sona, Paolo Avesani, Robert Moskovitch |
| 2005 | A New Approach to the Abstraction of Monitoring Data in Intensive Care. | Samir Sharshar, Laurent Allart, Marie-Christine Chambrin |
| 2005 | MHB - A Many-Headed Bridge Between Informal and Formal Guideline Representations. | Andreas Seyfang, Silvia Miksch, Cristina Polo-Conde, Jolanda Wittenberg, Mar Marcos, Kitty Rosenbrand |
| 2005 | Automatic Derivation of a Decision Tree to Represent Guideline-Based Therapeutic Strategies for the Management of Chronic Diseases. | Brigitte Sroussi, Jacques Bouaud, Jean-Jacques Vieillot |
| 2005 | Design Patterns for Modelling Guidelines. | Radu Serban, Annette ten Teije, Mar Marcos, Cristina Polo-Conde, Kitty Rosenbrand, Jolanda Wittenberg, Joyce van Croonenborg |
| 2005 | Ontology-Driven Extraction of Linguistic Patterns for Modelling Clinical Guidelines. | Radu Serban, Annette ten Teije, Frank van Harmelen, Mar Marcos, Cristina Polo-Conde |
| 2005 | Adaptation and Medical Case-Based Reasoning Focusing on Endocrine Therapy Support. | Rainer Schmidt, Olga Vorobieva |
| 2005 | Web Mining Techniques for Automatic Discovery of Medical Knowledge. | David Snchez, Antonio Moreno |
| 2005 | Automatic Segmentation of Whole-Body Bone Scintigrams as a Preprocessing Step for Computer Assisted Diagnostics. | Luka Sajn, Matjaz Kukar, Igor Kononenko, Metka Milcinski |
| 2005 | Learning Rules with Complex Temporal Patterns in Biomedical Domains. | Lucia Sacchi, Riccardo Bellazzi, Cristiana Larizza, Riccardo Porreca, Paolo Magni |
| 2005 | Latent Argumentative Pruning for Compact MEDLINE Indexing. | Patrick Ruch, Robert H. Baud, Johan Marty, Antoine Geissbhler, Imad Tbahriti, Anne-Lise Veuthey |
| 2005 | Relation Mining over a Corpus of Scientific Literature. | Fabio Rinaldi, Gerold Schneider, Kaarel Kaljurand, Michael Hess, Christos Andronis, Andreas Persidis, Ourania Konstanti |
| 2005 | Multi-agent Patient Representation in Primary Care. | Chris Reed, Brian Boswell, Ron Neville |
| 2005 | A Data Pre-processing Method to Increase Efficiency and Accuracy in Data Mining. | Amir R. Razavi, Hans Gill, Hans hlfeldt, Nosrat Shahsavar |
| 2005 | On Understanding and Assessing Feature Selection Bias. | Sarunas Raudys, Richard Baumgartner, Ray L. Somorjai |
| 2005 | Probabilistic Abstraction of Multiple Longitudinal Electronic Medical Records. | Michael Ramati, Yuval Shahar |
| 2005 | Smooth Integration of Decision Support into an Existing Electronic Patient Record. | Silvana Quaglini, Silvia Panzarasa, Anna Cavallini, Giuseppe Micieli, Corrado Pernice, Mario Stefanelli |
| 2005 | EORCA: A Collaborative Activities Representation for Building Guidelines from Field Observations. | Liliane Pellegrin, Nathalie Bonnardel, Franois Antonini, Jacques Albanse, Claude Martins, Herv Chaudet |