Artificial Intelligence in Medicine: 8th Conference on Artificial Intelligence in Medicine in Europe, AIME 2001 Cascais, Portugal, July 1-4, 2001, Proceedings, Volume 8 (Google eBook)

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Silvana Quaglini, Pedro Barahona, Steen Andreassen
Springer Science & Business Media, Jun 22, 2001 - Computers - 469 pages
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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.
  

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Contents

Mediated Agent Interaction
1
On Articulation and Localization Some Sociotechnical Issues of Design Implementation and Evaluation of Knowledge Based Systems
16
Prototype Selection and Feature Subset Selection by Estimation of Distribution Algorithms A Case Study in the Survival of Cirrhotic Patients Treated ...
20
Detection of Infectious Outbreaks in Hospitals through Incremental Clustering
30
An Application to Outcome Prediction in Patients with Resectable Hepatocellular Carcinoma
40
Application to Search for Prognostic Factors in Hodgkins Disease
50
Visualisation of Multidimensional Data for Medical Decision Support
55
A ClusteringBased Constructive Induction Method and Its Application to Rheumatoid Arthritis
59
Temporal Issues in the Intelligent Interpretation of the Sleep Apnea Syndrome
235
Generating Symbolic and Natural Language Partial Solutions for Inclusion in Medical Plans
239
Using PartofSpeech and WordSense Disambiguation for Boosting StringEdit Distance Spelling Correction
249
Semantic Interpretation of Medical Language Quantitative Analysis and Qualitative Yield
258
Medical Knowledge Acquisition from the Electronic Encyclopedia of China
268
Quantitative and Qualitative Approaches to Reasoning under Uncertainty in Medical Decision Making
272
Comparison of RuleBased and Bayesian Network Approaches in Medical Diagnostic Systems
283
Parts Locations and Holes Formal Reasoning about Anatomical Structures
293

Improving Identification of Difficult Small Classes by Balancing Class Distribution
63
Credal Classification for Dementia Screening
67
Evaluation of Prognostic Factors and Prediction of Chronic Wound Healing Rate by Machine Learning Tools
77
A Case Study
88
A ClassificationTree Hybrid Method for Studying Prognostic Models in Intensive Care
99
Combining Unsupervised and Supervised Machine Learning in Analysis of the CHD Patient Database
109
Coronary Heart Disease Patient Models Based on Inductive Machine Learning
113
Prediction of Protein Secondary Structures of All Types Using New Hypersphere Machine Learning Method
117
Integrating Different Methodologies for Insulin Therapy Support in Type 1 Diabetic Patients
121
Diagnosing Patient State in Intensive Care Patients Using the Intelligent Ventilator INVENT System
131
A User Interface for Executing Asbru Plans
136
Improving HISYS1 with a Decision Support System
140
Diagnosis of IronDeficiency Anemia in Hemodialyzed Patients through Support Vector Machines Technique
144
A Visual Tool for a UserFriendly Artificial Neural Network Based Decision Support System in Medicine
148
Modeling of Ventricular Repolarisation Time Series by Multilayer Perceptrons
152
An Appraisal
156
Improving the Diagnostic Performance of MUNIN by Remodelling of the Diseases
167
A Symbiotic Application of Belief Networks and Multilayer Perceptrons for the Classification of Ovarian Tumors
177
The Effects of Disregarding Test Characteristics in Probabilistic Networks
188
Knowledge Acquisition and Automated Generation of Bayesian Networks for a Medical Dialogue and Advisory System
199
Educational Tool for Diabetic Patients Based on Causal Probabilistic Networks
203
NasoNet Joining Bayesian Networks and Time to Model Nasopharyngeal Cancer Spread
207
Using TimeOriented Data Abstraction Methods to Optimize Oxygen Supply for Neonates
217
A User Interface Based on Novel Metaphors
227
Using Temporal Probabilistic Knowledge for Medical Decision Making
231
Abductive Inference of Genetic Networks
304
Interface of Inference Models with Concept and Medical Record Models
314
Integrating Ripple Down Rules with Ontologies in an Oncology Domain
324
Towards a Simple Ontology Definition Language SOntoDL for a Semantic Web of EvidenceBased Medical Information
328
Knowledge Acquisition System to Support Low Vision Consultation
332
Systematic Construction of Texture Features for Hashimotos Lymphocytic Thyroiditis Recognition from Sonographic Images
339
Dynamic Adaptation of Cooperative Agents for MRI Brain Scans Segmentation
349
Numeric and Symbolic Knowledge Representation of Cortex Anatomy Using Web Technologies
359
DepthFour Threshold Circuits for ComputerAssisted Xray Diagnosis
369
Management of Hospital Teams for Organ Transplants Using Multiagent Systems
374
An AIBased Approach to Support Communication in Health Care Organizations
384
TAME
395
A Conceptual Framework to Model Chronic and LongTerm Diseases
405
Modelling of Radiological Examinations with POKMAT a Process Oriented Knowledge Management Tool
409
A Multiagent System for Organ Transplant Coordination
413
A Platform Integrating Knowledge and Data Management for EMG Studies
417
Using ONCODOC as a ComputerBased Eligibility Screening System to Improve Accrual onto Breast Cancer Clinical Trials
421
Harder than It Seems
431
Evaluating the Impact of Clinical Practice Guidelines on Stroke Outcomes
442
Lessons from DesignaTrial
453
On the Evaluation of Probabilistic Networks
457
Evaluation of a CaseBased Antibiotics Therapy Adviser
462
Author Index
467
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