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ORCIDAIMDM 1999: Aalborg, Denmark
- Werner Horn, Yuval Shahar, Gregor Lindberg, Steen Andreassen
, Jeremy C. Wyatt:
Artificial Intelligence in Medicine. Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making, AIMDM'99, Aalborg, Denmark, June 1999, Proceedings. Lecture Notes in Computer Science 1620, Springer 1999, ISBN 3-540-66162-X
Keynote Lectures
- Gianpaolo Molino:
From Clinical Guidelines to Decision Support. 3-12 - Mario Stefanelli:
Artificial Intelligence for Building Learning Health Care Organizations. 13-29 - Yuval Shahar:
Timing Is Everything: Temporal Reasoning and Temporal Data Maintenance in Medicine. 30-46 - Nada Lavrac:
Machine Learning for Data Mining in Medicine. 47-64
Guidelines and Protocols
- Silvana Quaglini, C. Mossa, Clara Fassino, Mario Stefanelli, Anna Cavallini, Giuseppe Micieli:
Guidelines-Based Workflow Systems. 65-75 - Brigitte Séroussi, Jacques Bouaud, Éric-Charles Antoine:
Enhancing Clinical Practice Guideline Compliance by Involving Physicians in the Decision Process. 76-85 - Catherine Sauvagnac, J. Stines, A. Lesur, Pierre Falzon, Pierre Bey:
Application of Therapeutic Protocols: A Tool to Manage Medical Knowledge. 86-92
Decision Support Systems, Knowledge-Based Systems, Cooperative Systems
- Benedict du Boulay, Briony Teather, George du Boulay, Nathan Jeffrey, Derek Teather, Mike Sharples, Lisa Cuthbert:
From Description to Decision: Towards a Decision Support Training System for MR Radiology of the Brain. 93-102 - Hans-Peter Eich, Christian Ohmann:
Internet-Based Decision-Support Server for Acute Abdominal Pain. 103-112 - Stefania Montani, Riccardo Bellazzi, Luigi Portinale, Alberto Riva, Mario Stefanelli:
Multi-modal Reasoning in Diabetic Patient Management. 113-123 - Rainer Schmidt, Bernhard Pollwein, Lothar Gierl:
Experiences with Case-Based Reasoning Methods and Prototypes for Medical Knowledge-Based Systems. 124-132 - Samir Aknine:
Exploiting Social Reasoning of Open Multi-agent Systems to Enhance Cooperation in Hospitals. 133-137 - Concha Bielza, Sixto Ríos-Insua, Manuel Gómez:
Influence Diagrams for Neonatal Jaundice Management. 138-142 - I. R. Clark, B. A. McCauley, I. M. Young, P. G. Nightingale, M. Peters, N. T. Richards, D. Adu:
Electronic Drug Prescribing and Administration - Bedside Medical Decision Making. 143-147 - Werner Horn, Christian Popow, Christoph Stocker, Silvia Miksch:
Neonatal Ventilation Tutor (VIE-NVT), a Teaching Program for the Mechanical Ventilation of Newborn Infants. 148-152 - Ying-Lie O:
A Life-Cycle Based Authorisation Expert Database System. 153-157 - Mauro Torchio, Stefania Battista, Fabrizio Bar, Cristina Pollet, Marina Marzuoli, Maria Cesira Bucchi, Roberto Pagni, Gianpaolo Molino:
A Decision-Support System for the Identification, Staging, Functional Evaluation of Liver Diseases. 158-164
Model-Based Systems
- Guy Carrault, Marie-Odile Cordier, Rene Quiniou, Mireille Garreau, Jean-Jacques Bellanger, Alain Bardou:
A Model-Based Approach for Learning to Identify Cardiac Arrhythmias. 165-174 - Peter J. F. Lucas, Astrid Tholen, Geeske van Oort:
A Model-Based System for Pacemaker Reprogramming. 175-184 - Jorge Cruz, Pedro Barahona, Frédéric Benhamou:
Integrating Deep Biomedical Models into Medical Decision Support Systems: An Interval Constraint Approach. 185-196
Neural Networks, Causal Probabilistic Networks
- Steen Andreassen, Leonard Leibovici, Henrik C. Schønheyder, Brian Kristensen, Christian Riekehr, Anders Geill Kjær, Kristian G. Olesen:
A Decision Theoretic Approach to Empirical Treatment of Bacteraemia Originating from the Urinary Tract. 197-206 - E. A. Fernandez, Jesús María Rodríguez Presedo, Senén Barro:
An ECG Ischemic Detection System Based on Self-Organizing Maps and a Sigmoid Function Pre-processing Stage. 207-216 - Martti Juhola, Jorma Laurikkala, Kati Viikki, Yrjö Auramo, Erna Kentala, Ilmari Pyykkö:
Neural Network Recognition of Otoneurological Vertigo Diseases with Comparison of Some Other Classification Methods. 217-226 - Georg Dorffner, Ernst Leitgeb, Heinz Koller:
A Comparison of Linear and Non-linear Classifiers for the Detection of Coronary Artery Disease in Stress-ECG. 227-231 - Wayne Goodridge, Hadrian Peter, Akin Abayomi:
The Case-Based Neural Network Model and Its Use in Medical Expert Systems. 232-238
Knowledge Representation
- Domenico M. Pisanelli, Aldo Gangemi, Geri Steve:
A Medical Ontology Library That Integrates the UMLS MetathesaurusTM. 239-248 - Soumeya Achour, Michel Dojat, Jean-Marc Brethon, Gil Blain, Eric Lepage:
The Use of the UMLS Knowledge Sources for the Design of a Domain Specific Ontology: A Practical Experience in Blood Transfusion. 249-253 - Paolo Terenziani, Paolo Raviola, Oscar Bruschi, Mauro Torchio, Marina Marzuoli, Gianpaolo Molino:
Representing Knowledge Levels in Clinical Guidelines. 254-260
Temporal Reasoning
- Riccardo Bellazzi, Cristiana Larizza, Paolo Magni, Stefania Montani, Giuseppe De Nicolao:
Intelligent Analysis of Clinical Time Series by Combining Structural Filtering and Temporal Abstractions. 261-270 - Jim Hunter, Neil McIntosh:
Knowledge-Based Event Detection in Complex Time Series Data. 271-280 - Silvia Miksch, Andreas Seyfang, Werner Horn, Christian Popow:
Abstracting Steady Qualitative Descriptions over Time from Noisy, High-Frequency Data. 281-290 - Robert Kosara, Silvia Miksch:
Visualization Techniques for Time-Oriented, Skeletal Plans in Medical Therapy Planning. 291-300 - Carlo Combi, Luisa Portoni, Francesco Pinciroli:
Visualizing Temporal Clinical Data on the WWW. 301-314
Machine Learning
- Matjaz Kukar, Ciril Groselj:
Machine Learning in Stepwise Diagnostic Process. 315-325 - Subramani Mani, Malcolm B. Dick, Michael J. Pazzani, Evelyn L. Teng, Daniel Kempler, I. Maribell Taussig:
Refinement of Neuro-psychological Tests for Dementia Screening in a Cross Cultural Population Using Machine Learning. 326-335 - A. McQuatt, P. J. D. Andrews, Derek H. Sleeman, Vincent Corruble, P. A. Jones:
The Analysis of Head Injury Data Using Decision Tree Techniques. 336-345 - Blaz Zupan, Janez Demsar, Michael W. Kattan, J. Robert Beck, Ivan Bratko:
Machine Learning for Survival Analysis: A Case Study on Recurrence of Prostate Cancer. 346-355 - Daniel Calvelo, Marie-Christine Chambrin, Denis Pomorski, Pierre Ravaux:
ICU Patient State Characterization Using Machine Learning in a Time Series Framework. 356-360 - Dragan Gamberger, Nada Lavrac, Ciril Groselj:
Diagnostic Rules of Increased Reliability for Critical Medical Applications. 361-365 - Basilio Sierra, Nicolás Serrano, Pedro Larrañaga, Eliseo J. Plasencia, Iñaki Inza, Juan José Jiménez, Jose María De la Rosa, María Luisa Mora:
Machine Learning Inspired Approaches to Combine Standard Medical Measures at an Intensive Care Unit. 366-371 - Ping Wu, Kok Liang Heng, Shuo Wang Yang, Yi Feng Chen, Ravuru Subramanyam Mohan, Peter Huat Chye Lim:
A Screening Technique for Prostate Cancer by Hair Chemical Analysis and Artificial Intelligence. 372-378
Natural Language Processing
- Alison Cawsey, Floriana Grasso, Ray B. Jones:
A Conversational Model for Health Promotion on the World Wide Web. 379-388 - Ehud Reiter, Roma Robertson, Liesl Osman:
Types of Knowledge Required to Personalise Smoking Cessation Letters. 389-399 - Martin Romacker, Stefan Schulz, Udo Hahn:
Small Is Beautiful - Compact Semantics for Medical Language Processing. 400-410 - D. J. Barker, S. C. Lynch, D. S. Simpson, W. A. Corbett:
Speech Driven Natural Language Understanding for Hands-Busy Recording of Clinical Information. 411-415 - Pierre Zweigenbaum, Natalia Grabar:
Automatic Acquisition of Morphological Knowledge for Medical Language Processing. 416-422
Image Processing and Computer Aided Design
- Laurence Germond, Michel Dojat, Christopher J. Taylor, Catherine Garbay:
A Multi-agent System for MRI Brain Segmentation. 423-432 - Gabriella Kókai, Zoltán Tóth, Róbert Ványi:
Modelling Blood Vessels of the Eye with Parametric L-Systems Using Evolutionary Algorithms. 433-442 - Peter Hammond, Paul Wells, Sanjay Modgil:
Animating Medical and Safety Knowledge. 443-447 - Tim J. Hutton, Peter Hammond, John C. Davenport:
Active Shape Models for Customised Prosthesis Design. 448-452
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