Medical Data Analysis 医学数据分析

书籍目录

Medical Analysis and Diagnosis by Neural NetworksOn Applying Supervised Classification Techniques in MedicineMethods and Criteria for Detecting Significant Regions in Medical Image AnalysisUsing Bayesian Networks to Model Emergency Medical ServicesAnalysis of Strength Data Based on Expert KnowledgeA Computational Environment for Medical Diagnosis Support SystemsAutomatic Detection of Regions of Interest in Digitized Mammograms for Computer-Aided DiagnosisA New Method for Unifying Heterogeneous DatabasesFatigue Indicators of Drowsy Drivers Based on Analysis of Physiological SignalsSecure and Interoperable Document Management over the Internet-The Generic HARP Cross-Security Platform for Clinical StudiesA Generalized Uncertainty Function and Fuzzy ModelingSpecial Time Series Models for Analysis of Mortality DataKnowledge Organisation in a Neonatal Jaundice Decision Support System Quasi-Fourier Modeling for Individual and Count OutcomesAn Anatomical and Functional Model for the Study of Cortical FunctionsPredicting the Level of Metabolic Control Using Collaborative FilteringWeb-Enabled Knowledge-Based Analysis of Genetic DataFuzzy Sets Applied to Image Processing and Quantification of Interstitial Fibrosis and Glomerular Size in Computer Assisted Microscopy Cancer Epidemiology of Small Communities:Using a Novel Approach to Detecting clustersHybrid Pattern Recognition Algorithms with the Statistical Model Applied to the Computer-Aided Medical DiagnosisComputer-Aided Diagnosis: Application of Wavelet Transform to the Detection of Clustered Microcalcifications in Digital MammogramsA Methodology for Constructing Expert Systems for Medical DiagnosisAn Expert System for Microbiological Data Validation and SurveillanceHierarchical Clustering of Female Urinary Incontinence Data Having Noise and OutliersACMD: A Practical Tool for Automatic Neural Net Based LearningDevelopment of a Mammographic Analysis System Using Computer Vision TechniquesImprovement of a Mammographic CAD System for Mass DetectionClassification of Gene Expression Data in an OntologyFeature Selection Algorithms Applied to Parkinson's Disease……Author Index

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This book constitutes the refereed proceedings of the Second International Symposium on Medical Data Analysis, ISMDD 2001, held in Madrid, Spain, in October 2001.



The 43 revised papers presented together with three invited keynote papers were carefully reviewed and selected from 72 submissions. Among the issues addressed are data analysis and diagnosis, classification, clustering, medical image analysis, Bayesian networks, decision support systems, fuzzy modeling, time series analysis, collaborative filtering, pattern recognition, case-based reasoning, rule-based inference, and computer vision. 



  

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