| 2001 | An AI-Based Approach to Support Communication in Health Care Organizations. | Diego Marchetti, Giordano Lanzola, Mario Stefanelli |
| 2001 | Expert Knowledge and Its Role in Learning Bayesian Networks in Medicine: An Appraisal. | Peter J. F. Lucas |
| 2001 | Improving Identification of Difficult Small Classes by Balancing Class Distribution. | Jorma Laurikkala |
| 2001 | Detection of Infectious Outbreaks in Hospitals through Incremental Clustering. | Timothy Langford, Christophe G. Giraud-Carrier, John Magee |
| 2001 | Making Reliable Diagnoses with Machine Learning: A Case Study. | Matjaz Kukar |
| 2001 | Coronary Heart Disease Patient Models Based on Inductive Machine Learning. | Goran Krstacic, Dragan Gamberger, Tomislav Smuc |
| 2001 | A User Interface for Executing Asbru Plans. | Robert Kosara, Silvia Miksch |
| 2001 | Knowledge Acquisition and Automated Generation of Bayesian Networks for a Medical Dialogue and Advisory System. | Joachim Horn, Thomas Birkhlzer, Oliver Hogl, Marco Pellegrino, Ruxandra Scheiterer, Kai-Uwe Schmidt, Volker Tresp |
| 2001 | Educational Tool for Diabetic Patients Based on Causal Probabilistic Networks. | M. Elena Hernando, Enrique J. Gmez, Francisco del Pozo |
| 2001 | Towards a Simple Ontology Definition Language (SOntoDL) for a Semantic Web of Evidence-Based Medical Information. | Rolf Grtter, Claus Eikemeier |
| 2001 | A Visual Tool for a User-Friendly Artificial Neural Network Based Decision Support System in Medicine. | Mauro Giacomini, Raffaella Michelini, Francesca Deantoni, Carmelina Ruggiero |
| 2001 | NasoNet, Joining Bayesian Networks and Time to Model Nasopharyngeal Cancer Spread. | Severino F. Galn, Francisco Aguado, Francisco Javier Dez, Jos Mira |
| 2001 | The Effects of Disregarding Test Characteristics in Probabilistic Networks. | Linda C. van der Gaag, C. L. M. Witteman, Silja Renooij, Michael Egmont-Petersen |
| 2001 | On the Evaluation of Probabilistic Networks. | Linda C. van der Gaag, Silja Renooij |
| 2001 | Quantitative and Qualitative Approaches to Reasoning under Uncertainty in Medical Decision Making. | John Fox, David Glasspool, Jonathan Bury |
| 2001 | Modelling of Radiological Examinations with POKMAT, a Process Oriented Knowledge Management Tool. | Kerstin Faber, Dirk Krechel, Daniel Reidenbach, Aldo von Wangenheim, Paulo Roberto Wille |
| 2001 | Discovering Associations in Clinical Data: Application to Search for Prognostic Factors in Hodgkin's Disease. | Nicolas Durand, Bruno Crmilleux, M. Henry-Amar |
| 2001 | Numeric and Symbolic Knowledge Representation of Cortex Anatomy Using Web Technologies. | Olivier Dameron, Bernard Gibaud, Xavier Morandi |
| 2001 | Modeling of Ventricular Repolarisation Time Series by Multi-layer Perceptrons. | Rajai El Dajani, Maryvonne Miquel, Marie-Claire Forlini, Paul Rubel |
| 2001 | Mediated Agent Interaction. | Enrico W. Coiera |
| 2001 | Visual Definition of Temporal Clinical Abstractions: A User Interface Based on Novel Metaphors. | Luca Chittaro, Carlo Combi |
| 2001 | Medical Knowledge Acquisition from the Electronic Encyclopedia of China. | Cungen Cao |
| 2001 | Temporal Issues in the Intelligent Interpretation of the Sleep Apnea Syndrome. | Marano Javier Cabrero Canosa, Mara del Mar Castro Pereiro, Marta Graa Ramos, Elena Hernndez-Pereira, Vicente Moret-Bonillo |
| 2001 | Using Temporal Probabilistic Knowledge for Medical Decision Making. | Nicolette de Bruijn, Peter J. F. Lucas, Karin Schurink, Marc Bonten, Andy Hoepelman |
| 2001 | Mining Data from a Knowledge Management Perspective: An Application to Outcome Prediction in Patients with Resectable Hepatocellular Carcinoma. | Riccardo Bellazzi, Ivano Azzini, Gianna Toffolo, Stefano Bacchetti, Mario Lise |