| 2001 | A Classification-Tree Hybrid Method for Studying Prognostic Models in Intensive Care. Ameen Abu-Hanna, Nicolette de Keizer |
| 2001 | A Clustering-Based Constructive Induction Method and Its Application to Rheumatoid Arthritis. José A. Sanandrés, Victor Maojo, José Crespo, Agustín Gómez |
| 2001 | A Conceptual Framework to Model Chronic and Long-Term Diseases. Ana María Monteiro, Jacques Wainer |
| 2001 | A Multi-agent System for Organ Transplant Co-ordination. Arantza Aldea, Beatriz López, Antonio Moreno, David Riaño, Aïda Valls |
| 2001 | A Platform Integrating Knowledge and Data Management for EMG Studies. Julien Balter, Annick Labarre-Vila, Danielle Ziébelin, Catherine Garbay |
| 2001 | A User Interface for Executing Asbru Plans. Robert Kosara, Silvia Miksch |
| 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 | Abductive Inference of Genetic Networks. Blaz Zupan, Ivan Bratko, Janez Demsar, J. Robert Beck, Adam Kuspa, Gad Shaulsky |
| 2001 | An AI-Based Approach to Support Communication in Health Care Organizations. Diego Marchetti, Giordano Lanzola, Mario Stefanelli |
| 2001 | Artificial Intelligence Medicine, 8th Conference on AI in Medicine in Europe, AIME 2001, Cascais, Portugal, July 1-4, 2001, Proceedings Silvana Quaglini, Pedro Barahona, Steen Andreassen |
| 2001 | Challenges in Evaluating Complex Decision Support Systems: Lessons from Design-a-Trial. Henry W. W. Potts, Jeremy C. Wyatt, Douglas G. Altman |
| 2001 | Combining Unsupervised and Supervised Machine Learning. Tomislav Smuc, Dragan Gamberger, Goran Krstacic |
| 2001 | Comparison of Rule-Based and Bayesian Network Approaches in Medical Diagnostic Systems. Agnieszka Onisko, Peter J. F. Lucas, Marek J. Druzdzel |
| 2001 | Coronary Heart Disease Patient Models Based on Inductive Machine Learning. Goran Krstacic, Dragan Gamberger, Tomislav Smuc |
| 2001 | Credal Classification for Dementia Screening. Marco Zaffalon, Keith Wesnes, Orlando Petrini |
| 2001 | Depth-Four Threshold Circuits for Computer-Assisted X-ray Diagnosis. Andreas Alexander Albrecht, Eike Hein, Kathleen Steinhöfel, Matthias Taupitz, C. K. Wong |
| 2001 | Detection of Infectious Outbreaks in Hospitals through Incremental Clustering. Timothy Langford, Christophe G. Giraud-Carrier, John Magee |
| 2001 | Diagnosing Patient State in Intensive Care Patients Using the Intelligent Ventilator (INVENT) System. Stephen Edward Rees, Charlotte Allerød, Søren Kjærgaard, Egon Toft, Per Thorgaard, Steen Andreassen |
| 2001 | Diagnosis of Iron-Deficiency Anemia in Hemodialyzed Patients through Support Vector Machines Technique. Paola Baiardi, Valter Piazza, Maria C. Mazzoleni |
| 2001 | Discovering Associations in Clinical Data: Application to Search for Prognostic Factors in Hodgkin's Disease. Nicolas Durand, Bruno Crémilleux, M. Henry-Amar |
| 2001 | Dynamic Adaptation of Cooperative Agents for MRI Brain Scans Segmentation. Nathalie Richard, Michel Dojat, Catherine Garbay |
| 2001 | Educational Tool for Diabetic Patients Based on Causal Probabilistic Networks. M. Elena Hernando, Enrique J. Gómez, Francisco del Pozo |
| 2001 | Evaluating the Impact of Clinical Practice Guidelines on Stroke Outcomes. Silvana Quaglini, Carla Rognoni, Anna Cavallini, Giuseppe Micieli |
| 2001 | Evaluation of Prognostic Factors and Prediction of Chronic Wound Healing Rate by Machine Learning Tools. Marko Robnik-Sikonja, David Cukjati, Igor Kononenko |
| 2001 | Evaluation of a Case-Based Antibiotics Therapy Adviser. Rainer Schmidt, Dagmar Steffen, Lothar Gierl |
| 2001 | Expert Knowledge and Its Role in Learning Bayesian Networks in Medicine: An Appraisal. Peter J. F. Lucas |
| 2001 | Extended Bayesian Regression Models: A Symbiotic Application of Belief Networks and Multilayer Perceptrons for the Classification of Ovarian Tumors. Peter Antal, Geert Fannes, Bart De Moor, Joos Vandewalle, Yves Moreau, Dirk Timmerman |
| 2001 | Generating Symbolic and Natural Language Partial Solutions for Inclusion in Medical Plans. Sanjay Modgil, Peter Hammond |
| 2001 | Improving HISYS1 with a Decision Support System. David Riaño, Susana Prado |
| 2001 | Improving Identification of Difficult Small Classes by Balancing Class Distribution. Jorma Laurikkala |
| 2001 | Improving the Diagnostic Performance of MUNIN by Remodelling of the Diseases. Steen Andreassen, Marko Suojanen, Björn Falck, Kristian G. Olesen |
| 2001 | Integrating Different Methodologies for Insulin Therapy Support in Type 1 Diabetic Patients. Stefania Montani, Paolo Magni, Abdul V. Roudsari, Ewart R. Carson, Riccardo Bellazzi |
| 2001 | Integrating Ripple Down Rules with Ontologies in an Oncology Domain. Rodrigo Martínez-Béjar, Francisca Ibáñez-Cruz, Paul Compton, Jesualdo Tomás Fernández-Breis, Manuel De las Heras-González |
| 2001 | Interface of Inference Models with Concept and Medical Record Models. Alan L. Rector, Peter D. Johnson, Samson W. Tu, Chris Wroe, Jeremy Rogers |
| 2001 | Knowledge Acquisition System to Support Low Vision Consultation. Cláudia Antunes, João P. Martins |
| 2001 | Knowledge Acquisition and Automated Generation of Bayesian Networks for a Medical Dialogue and Advisory System. Joachim Horn, Thomas Birkhölzer, Oliver Hogl, Marco Pellegrino, Ruxandra Scheiterer, Kai-Uwe Schmidt, Volker Tresp |
| 2001 | Making Reliable Diagnoses with Machine Learning: A Case Study. Matjaz Kukar |
| 2001 | Management of Hospital Teams for Organ Transplants Using Multi-agent Systems. Antonio Moreno, Aïda Valls, Jaime Bocio |
| 2001 | Mediated Agent Interaction. Enrico W. Coiera |
| 2001 | Medical Knowledge Acquisition from the Electronic Encyclopedia of China. Cungen Cao |
| 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 |
| 2001 | Modeling of Ventricular Repolarisation Time Series by Multi-layer Perceptrons. Rajai El Dajani, Maryvonne Miquel, Marie-Claire Forlini, Paul Rubel |
| 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 | NasoNet, Joining Bayesian Networks and Time to Model Nasopharyngeal Cancer Spread. Severino F. Galán, Francisco Aguado, Francisco Javier Díez, José Mira |
| 2001 | Numeric and Symbolic Knowledge Representation of Cortex Anatomy Using Web Technologies. Olivier Dameron, Bernard Gibaud, Xavier Morandi |
| 2001 | On Articulation and Localization - Some Sociotechnical Issues of Design, Implementation and Evaluation of Knowledge Based Systems. Jos Aarts |
| 2001 | On the Evaluation of Probabilistic Networks. Linda C. van der Gaag, Silja Renooij |
| 2001 | Parts, Locations, and Holes - Formal Reasoning about Anatomical Structures. Stefan Schulz, Udo Hahn |
| 2001 | Prediction of Protein Secondary Structures of All Types Using New Hypersphere Machine Learning Method. Markku Siermala |
| 2001 | Prototype Selection and Feature Subset Selection by Estimation of Distribution Algorithms. A Case Study in the Survival of Cirrhotic Patients Treated with TIPS. Basilio Sierra, Elena Lazkano, Iñaki Inza, Marisa Merino, Pedro Larrañaga, Jorge Quiroga |
| 2001 | Quantitative and Qualitative Approaches to Reasoning under Uncertainty in Medical Decision Making. John Fox, David Glasspool, Jonathan Bury |
| 2001 | Semantic Interpretation of Medical Language - Quantitative Analysis and Qualitative Yield. Martin Romacker, Udo Hahn |
| 2001 | Systematic Construction of Texture Features for Hashimoto's Lymphocytic Thyroiditis Recognition from Sonographic Images. Radim Sára, Daniel Smutek, Petr Sucharda, Stepán Svacina |
| 2001 | TAME - Time Resourcing in Academic Medical Environments. Hans Schlenker, Hans-Joachim Goltz, Joerg-Wilhelm Oestmann |
| 2001 | Temporal Issues in the Intelligent Interpretation of the Sleep Apnea Syndrome. Maríano Javier Cabrero Canosa, María del Mar Castro Pereiro, Marta Graña Ramos, Elena Hernández-Pereira, Vicente Moret-Bonillo |
| 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 | Towards a Simple Ontology Definition Language (SOntoDL) for a Semantic Web of Evidence-Based Medical Information. Rolf Grütter, Claus Eikemeier |
| 2001 | Using Critiquing for Improving Medical Protocols: Harder than It Seems. Mar Marcos, Geert Berger, Frank van Harmelen, Annette ten Teije, Hugo Roomans, Silvia Miksch |
| 2001 | Using ONCODOC as a Computer-Based Eligibility Screening System to Improve Accrual onto Breast Cancer Clinical Trials. Brigitte Séroussi, Jacques Bouaud, Éric-Charles Antoine, Laurent Zelek, Marc Spielmann |
| 2001 | Using Part-of-Speech and Word-Sense Disambiguation for Boosting String-Edit Distance Spelling Correction. Patrick Ruch, Robert H. Baud, Antoine Geissbühler, Christian Lovis, Anne-Marie Rassinoux, Alain Rivière |
| 2001 | Using Temporal Probabilistic Knowledge for Medical Decision Making. Nicolette de Bruijn, Peter J. F. Lucas, Karin Schurink, Marc Bonten, Andy Hoepelman |
| 2001 | Using Time-Oriented Data Abstraction Methods to Optimize Oxygen Supply for Neonates. Andreas Seyfang, Silvia Miksch, Werner Horn, Michael S. Urschitz, Christian Popow, Christian F. Poets |
| 2001 | Visual Definition of Temporal Clinical Abstractions: A User Interface Based on Novel Metaphors. Luca Chittaro, Carlo Combi |
| 2001 | Visualisation of Multidimensional Data for Medical Decision Support. Anne Rosemary Tate, Joshua Underwood, Christophe Ladroue, Rosemary Luckin, John R. Griffiths |