Medical Data Analysis

Table of Contents

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   Book Overview
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   Chapter 1 Medical Analysis and Diagnosis by Neural Networks
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   Chapter 2 On Applying Supervised Classification Techniques in Medicine
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   Chapter 3 Methods and Criteria for Detecting Significant Regions in Medical Image Analysis
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   Chapter 4 Using Bayesian Networks to Model Emergency Medical Services
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   Chapter 5 Analysis of Strength Data Based on Expert Knowledge
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   Chapter 6 A Computational Environment for Medical Diagnosis Support Systems
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   Chapter 7 Automatic Detection of Regions of Interest in Digitized Mammograms for Computer-Aided Diagnosis
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   Chapter 8 A New Method for Unifying Heterogeneous Databases
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    Chapter 9 Fatigue Indicators of Drowsy Drivers Based on Analysis of Physiological Signals
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    Chapter 10 Secure and Interoperable Document Management over the Internet — The Generic HARP Cross-Security Platform for Clinical Studies
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    Chapter 11 A Generalized Uncertainty Function and Fuzzy Modeling
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    Chapter 12 Special Time Series Models for Analysis of Mortality Data
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    Chapter 13 Knowledge Organisation in a Neonatal Jaundice Decision Support System
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    Chapter 14 Quasi-Fourier Modeling Individual and Count Outcomes
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    Chapter 15 An Anatomical and Functional Model for the Study of Cortical Functions
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    Chapter 16 Predicting the Level of Metabolic Control Using Collaborative Filtering
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    Chapter 17 Web-Enabled Knowledge-Based Analysis of Genetic Data
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    Chapter 18 Fuzzy Sets Applied to Image Processing and Quantification of Interstitial Fibrosis and Glomerular Size in Computer Assisted Microscopy
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    Chapter 19 Cancer Epidemiology of Small Communities: Using a Novel Approach to Detecting Clusters
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    Chapter 20 Hybrid Pattern Recognition Algorithms with the Statistical Model Applied to the Computer-Aided Medical Diagnosis
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    Chapter 21 Computer-Aided Diagnosis: Application of Wavelet Transform to the Detection of Clustered Microcalcifications in Digital Mammograms
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    Chapter 22 A Methodology for Constructing Expert Systems for Medical Diagnosis
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    Chapter 23 An Expert System for Microbiological Data Validation and Surveillance
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    Chapter 24 Hierarchical Clustering of Female Urinary Incontinence Data Having Noise and Outliers
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    Chapter 25 ACMD: A Practical Tool for Automatic Neural Net Based Learning
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    Chapter 26 Development of a Mammographic Analysis System Using Computer Vision Techniques
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    Chapter 27 Improvement of a Mammographic CAD System for Mass Detection
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    Chapter 28 Classification of Gene Expression Data in an Ontology
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    Chapter 29 Feature Selection Algorithms Applied to Parkinson’s Disease
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    Chapter 30 A New Model for AIDS Survival Analysis
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    Chapter 31 A Frequent Patterns Tree Approach for Rule Generation with Categorical Septic Shock Patient Data
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    Chapter 32 Analysis of Medical Diagnostic Images via the Implementation and Access to a Safe DICOMPACS with a Web Interface: Analysis of Contrast-enhanced CT Imaging of Oral and Oropharyngeal Carcinomas
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    Chapter 33 Classification of HEp-2 Cells Using Fluorescent Image Analysis and Data Mining
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    Chapter 34 Multitask Pattern Recognition Algorithm for the Medical Decision Support System
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    Chapter 35 The Analysis of Hospital Episodes
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    Chapter 36 Electroshock Effects Identification Using Classification Based on Rules
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    Chapter 37 Advanced Visualization of 3D data of Intravascular Ultrasound images
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    Chapter 38 Investigations on Stability and Overoptimism of Classification Trees by Using Cross-Validation
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    Chapter 39 A Case-Based Approach for the Classification of Medical Time Series
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    Chapter 40 Binary Vector or Real Value Coding for Secondary Structure Prediction? A Case Study of Polyproline Type II Prediction
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    Chapter 41 Notes on Medical Decision Model Creation
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    Chapter 42 Refining the Knowledge Base of an Otoneurological Expert System
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    Chapter 43 Segmentation of Color Fundus Images of the Human Retina: Detection of the Optic Disc and the Vascular Tree Using Morphological Techniques
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    Chapter 44 Learning Structural Knowledge from the ECG
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    Chapter 45 Recurrence Quantification Analysis to Characterise the Heart Rate Variability Before the Onset of Ventricular Tachycardia
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    Chapter 46 Learning Bayesian-Network Topologies in Realistic Medical Domains