Artificial intelligence in medicine ; 8th Conference on Artificial Intelligence in Medicine in Europe, AIME 20 | Conference on Artificial Intelligence in Medicine in Europe (8th : 2001 : Cascais, Portugal), Quaglini, Silvana, 1957-, Barahona, P. (Pedro), 1954-, Andreassen, Steen

Artificial Intelligence in Medicine: 8th Conference on Artificial Intelligence in Medicine in Europe, AIME 2001 Cascais, Portugal, July 1–4, 2001, Proceedings
Author: Silvana Quaglini, Pedro Barahona, Steen Andreassen
Published by Springer Berlin Heidelberg
ISBN: 978-3-540-42294-5
DOI: 10.1007/3-540-48229-6

Table of Contents:

• Mediated Agent Interaction
• On Articulation and Localization - Some Sociotechnical Issues of Design, Implementation, and Evaluation of Knowledge Based Systems
• Prototype Selection and Feature Subset Selection by Estimation of Distribution Algorithms. A Case Study in the Survival of Cirrhotic Patients Treated with TIPS
• Detection of Infectious Outbreaks in Hospitals through Incremental Clustering
• Mining Data from a Knowledge Management Perspective: An Application to Outcome Prediction in Patients with Resectable Hepatocellular Carcinoma
• Discovering Associations in Clinical Data: Application to Search for Prognostic Factors in Hodgkin’s Disease
• Visualisation of Multidimensional Data for Medical Decision Support
• A clustering-based constructive induction method and its application to rheumatoid arthritis
• Improving Identification of Difficult Small Classes by Balancing Class Distribution
• Credal Classification for Dementia Screening
• Evaluation of Prognostic Factors and Prediction of Chronic Wound Healing Rate by Machine Learning Tools
• Making Reliable Diagnoses with Machine Learning: A Case Study
• A Classification-Tree Hybrid Method for Studying Prognostic Models in Intensive Care
• Combining Unsupervised and Supervised Machine Learning in Analysis of the CHD Patient Database
• Coronary Heart Disease Patient Models Based on Inductive Machine Learning
• Prediction of Protein Secondary Structures of All Types Using New Hypersphere Machine Learning Method
• Integrating Different Methodologies for Insulin Therapy Support in Type 1 Diabetic Patients
• Diagnosing Patient State in Intensive Care Patients Using the Intelligent Ventilator (INVENT) System
• A User Interface for Executing Asbru Plans
• Improving HISYS1 with a Decision Support System

Includes bibliographical references and index