Artificial Intelligence in Medicine : 8th Conference on Artificial Intelligence in Medicine in Europe, AIME 2001 Cascais, Portugal, July 1-4, 2001, Proceedings / edited by Silvana Quaglini, Pedro Barahona, Steen Andreassen.

Format:

Book

Contributor:

Quaglini, Silvana, 1957- editor.

Barahona, P. (Pedro), 1954- editor.

Andreassen, Steen, editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

Lecture notes in computer science. Lecture notes in artificial intelligence ; 2101.

Lecture Notes in Artificial Intelligence ; 2101

Language:

English

Subjects (All):

Artificial intelligence.

Medicine.

Optical data processing.

Information storage and retrieval.

Application software.

Medical informatics.

Artificial Intelligence.

Biomedicine, general.

Image Processing and Computer Vision.

Information Storage and Retrieval.

Information Systems Applications (incl. Internet).

Health Informatics.

Local Subjects:

Artificial Intelligence.

Biomedicine, general.

Image Processing and Computer Vision.

Information Storage and Retrieval.

Information Systems Applications (incl. Internet).

Health Informatics.

Physical Description:

1 online resource (XIV, 469 pages).

Edition:

First edition 2001.

Contained In:

Springer eBooks

Place of Publication:

Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2001.

System Details:

text file PDF

Summary:

This book constitutes the refereed proceedings of the 8th Conference on Artificial Intelligence in Medicine in Europe, AIME 2001, held in Cascais, Portugal in July 2001. The 31 revised full papers presented together with 30 posters and two invited papers were carefully reviewed and selected from 79 submissions. Among the topics addressed in their context on medical information processing are knowledge management, machine learning, data mining, decision support systems, temporal reasoning, case-based reasoning, planning and scheduling, natural language processing, computer vision, image and signal interpretation, intelligent agents, telemedicine, careflow systems, and cognitive modeling.

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

Diagnosis of Iron-Deficiency Anemia in Hemodialyzed Patients through Support Vector Machines Technique

A Visual Tool for a User-Friendly Artificial Neural Network Based Decision Support System in Medicine

Modeling of Ventricular Repolarisation Time Series by Multi-Layer Perceptrons

Expert Knowledge and Its Role in Learning Bayesian Networks in Medicine: An Appraisal

Improving the Diagnostic Performance of MUNIN by Remodelling of the Diseases

Extended Bayesian Regression Models: A Symbiotic Application of Belief Networks and Multilayer Perceptrons for the Classification of Ovarian Tumors

The Effects of Disregarding Test Characteristics in Probabilistic Networks

Knowledge Acquisition and Automated Generation of Bayesian Networks for a Medical Dialogue and Advisory System

Educational Tool for Diabetic Patients Based on Causal Probabilistic Networks

NasoNet, Joining Bayesian Networks, and Time to Model Nasopharyngeal Cancer Spread

Using time-oriented data abstraction methods to optimize oxygen supply for neonates

Visual Definition of Temporal Clinical Abstractions: A User Interface Based on Novel Metaphors

Using Temporal Probabilistic Knowledge for Medical Decision Making

Temporal Issues in the Intelligent Interpretation of the Sleep Apnea Syndrome

Generating Symbolic and Natural Language Partial Solutions for Inclusion in Medical Plans

Using Part-of-Speech and Word-Sense Disambiguation for Boosting String-Edit Distance Spelling Correction

Semantic Interpretation of Medical Language - Quantitative Analysis and Qualitative Yield

Medical Knowledge Acquisition from the Electronic Encyclopedia of China

Quantitative and Qualitative Approaches to Reasoning Under Uncertainty in Medical Decision Making

Comparison of Rule-Based and Bayesian Network Approaches in Medical Diagnostic Systems

Parts, Locations, and Holes - Formal Reasoning about Anatomical Structures

Abductive Inference of Genetic Networks

Interface of Inference Models with Concept and Medical Record Models

Integrating Ripple Down Rules with Ontologies in an Oncology Domain

Towards a Simple Ontology Definition Language (SOntoDL) for a Semantic Web of Evidence-Based Medical Information

Knowledge Acquisition System to Support Low Vision Consultation

Systematic Construction of Texture Features for Hashimoto's Lymphocytic Thyroiditis Recognition from Sonographic Images

Dynamic Adaptation of Cooperative Agents for MRI Brain Scans Segmentation

Numeric and Symbolic Knowledge Representation of Cortex Anatomy Using Web Technologies

Depth-Four Threshold Circuits for Computer-Assisted X-ray Diagnosis

Management of Hospital Teams for Organ Transplants Using Multi-Agent Systems

An AI-Based Approach to Support Communication in Health Care Organizations

TAME Time Resourcing in Academic Medical Environments

A Conceptual Framework to Model Chronic and Long-Term Diseases

Modelling of Radiological Examinations with POKMAT, a Process Oriented Knowledge Management Tool

A Multi-Agent System for Organ Transplant Co-ordination

A Platform Integrating Knowledge and Data Management for EMG Studies

Using ONCODOC as a Computer-Based Eligibility Screening System to Improve Accrual onto Breast Cancer Clinical Trials

Using Critiquing for Improving Medical Protocols: Harder than It Seems

Evaluating the Impact of Clinical Practice Guidelines on Stroke Outcomes

Challenges in Evaluating Complex Decision Support Systems: Lessons from Design-a-Trial

On the Evaluation of Probabilistic Networks

Evaluation of a Case-Based Antibiotics Therapy Adviser.

Other Format:

Printed edition:

ISBN:

978-3-540-48229-1

9783540482291

Access Restriction:

Restricted for use by site license.