Medical Data Analysis: Second International Symposium, ISMDA 2001, Madrid, Spain, October 8-9, 2001 Proceedings (Google eBook)

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Springer Science & Business Media
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Contents

Medical Analysis and Diagnosis by Neural Networks
1
On Applying Supervised Classification Techniques in Medicine
14
Methods and Criteria for Detecting Significant Regions in Medical Image Analysis
20
Using Bayesian Networks to Model Emergency Medical Services
28
Analysis of Strength Data Based on Expert Knowledge
35
A Computational Environment for Medical Diagnosis Support Systems
42
Automatic Detection of Regions of Interest in Digitized Mammograms for ComputerAided Diagnosis
48
A New Method for Unifying Heterogeneous Databases
54
Development of a Mammographic Analysis System Using Computer Vision Techniques
174
Improvement of a Mammographic CAD System for Mass Detection
181
Classification of Gene Expression Data in an Ontology
186
Feature Selection Algorithms Applied to Parkinsons Disease
195
A New Model for AIDS Survival Analysis
201
A Frequent Patterns Tree Approach for Rule Generation with Categorical Septic Shock Patient Data
207
Analysis of Contrastenhanced CT Imaging of Oral and Oropharyngeal Carcinomas
213
Classification of HEp2 Cells Using Fluorescent Image Analysis and Data Mining
219

Fatigue Indicators of Drowsy Drivers Based on Analysis of Physiological Signals
62
Secure and Interoperable Document Management over the Internet The Generic HARP CrossSecurity Platform for Clinical Studies
69
A Generalized Uncertainty Function and Fuzzy Modeling
75
Special Time Series Models for Analysis of Mortality Data
81
Knowledge Organisation in a Neonatal Jaundice Decision Support System
88
QuasiFourier Modeling for Individual and Count Outcomes
95
An Anatomical and Functional Model for the Study of Cortical Functions
101
Predicting the Level of Metabolic Control Using Collaborative Filtering
108
WebEnabled KnowledgeBased Analysis of Genetic Data
113
Fuzzy Sets Applied to Image Processing and Quantification of Interstitial Fibrosis and Glomerular Size in Computer Assisted Microscopy
120
Using a Novel Approach to Detecting Clusters
126
Hybrid Pattern Recognition Algorithms with the Statistical Model Applied to the ComputerAided Medical Diagnosis
133
Application of Wavelet Transform to the Detection of Clustered Microcalcifications in Digital Mammograms
140
An Expert System for Microbiological Data Validation and Surveillance
153
Hierarchical Clustering of Female Urinary Incontinence Data Having Noise and Outliers
161
A Practical Tool for Automatic Neural Net Based Learning
168
Multitask Pattern Recognition Algorithm for the Medical Decision Support System
225
The Analysis of Hospital Episodes
231
Electroshock Effects Identification Using Classification Based on Rules
238
Advanced Visualization of 3D data of Intravascular Ultrasound images
245
Investigations on Stability and Overoptimisin of Classification Trees by Using CrossValidation
251
A CaseBased Approach for the Classification of Medical Time Series
258
Binary Vector or Real Value Coding for Secondary Structure Prediction? A Case Study of Polyproline Type II Prediction
264
Notes on Medical Decision Model Creation
270
Refining the Knowledge Base of an Otoneurological Expert System
276
Detection of the Optic Disc and the Vascular Tree Using Morphological Techniques
282
Learning Structural Knowledge from the EGG
288
Recurrence Quantification Analysis to Characterise the Heart Rate Variability Before the Onset of Ventricular Tachycardia
295
Learning BayesianNetwork Topologies in Realistic Medical Domains
302
Author Index
309
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