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Title Medical data analysis : First International Symposium, ISMDA 2000, Frankfurt, Germany, September 29-30, 2000 : proceedings / Rudiger W. Brause, Ernst Hanisch, (eds.).
Imprint Berlin ; New York : Springer, 2000.

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Series Lecture notes in computer science, 0302-9743 ; 1933.
Lecture notes in computer science ; 1933. 0302-9743.
Subject Medicine -- Research -- Statistical methods -- Congresses.
Medical Informatics.
Electronic Data Processing.
Data Interpretation, Statistical.
Databases, Factual.
Health Services Research.
Information Systems.
Medical Informatics Applications.
Alt Name Brause, Rüdiger W.
Hanisch, Ernst.
Ohio Library and Information Network.
International Symposium on Medical Data Analysis (1st : 2000 : Frankfurt, Germany)
Description 1 online resource (xi, 316 pages) : illustrations.
Bibliography Note Includes bibliographical references and index
Contents Keynote Lectures -- Medical Decision Support Systems -- Medical Bayes Networks -- Synchronization Analysis of Bivariate Time Series and Its Application to Medical Data -- A Survey of Data Mining Techniques -- Time Series Analysis -- Prognoses for Multiparametric Time Courses -- Estimation of the Time Delay of Epileptic Spikes by ICA -- Change-Point Detection in Kinetic Signals -- Hierarchical Clustering of Functional MRI Time-Series by Deterministic Annealing -- Classification of Electro-encephalographic Spatial Patterns -- Detection and Classification of Sleep-Disordered Breathing Using Acoustic Respiratory Input Impedance and Nasal Pressure -- Some Statistical Methods in Intensive Care Online Monitoring -- A Review -- Entropy Measures in Heart Rate Variability Data -- Determinism and Nonlinearity of the Heart Rhythm -- Bayes Networks -- Feature Subset Selection Using Probabilistic Tree Structures. A Case Study in the Survival of Cirrhotic Patients Treated with TIPS -- Deconvolution and Credible Intervals using Markov Chain Monte Carlo Method -- Graphical Explanation in Bayesian Networks -- Neural Nets -- About the Analysis of Septic Shock Patient Data -- Data Mining and Knowledge Discovery in Medical Applications Using Self-Organizing Maps -- Analysis of Nonlinear Differential Equations: Parameter Estimation and Model Selection -- Machine Learning -- Medical Expert Evaluation of Machine Learning Results for a Coronary Heart Disease Database -- Combining Methodical Procedures from Knowledge Discovery in Databases and Individual-Oriented Simulation -- Incosistency Tests for Patient Records in a Coronary Heart Disease Database -- Architectures for Data Aquisition and Data Analysis -- A MATLAB-Based Software Tool for Changepoint Detection and Nonlinear Regression in Dose-Response Relationships -- A Web-Based Electronic Patient Record System as a Means for Collection of Clinical Data -- The InterAction Database: Synergy of Science and Practice in Pharmacy -- Medical Informatics and Modeling -- A New Computerized Method to Verify and Disseminate Medical Appropriateness Criteria -- Pharmacokinetic & -dynamic Drug Information and Dosage Adjustment System Pharmdis -- Discrete Simulations of Cadaver Kidney Allocation Schemes -- Bootstrap and Cross-Validation to Assess Complexity of Data-Driven Regression Models -- Genetic and Fuzzy Algorithms -- Genetic Programming Optimisation of Nuclear Magnetic Resonance Pulse Shapes -- Application of a Genetic Programming Based Rule Discovery System to Recurring Miscarriage Data -- Detecting of Fatigue States of a Car Driver -- Operator Method of Fuzzification -- Medical Data Mining -- A System for Monitoring Nosocomial Infections -- A Data Mining Alternative to Model Hospital Operations: Filtering, Adaption and Behaviour Prediction -- Selection of Informative Genes in Gene Expression Based Diagnosis: A Nonparametric Approach -- Principal Component Analysis for Descriptive Epidemiology.
Access Available to OhioLINK libraries
Summary This book constitutes the refereed proceedings of the First International Symposium on Medical Data Analysis, ISMDA 2000, held in Frankfurt, Germany in September 2000. The 33 revised papers presented together with four keynote presentations were carefully reviewed and selected from 45 submissions. The book offers topical sections on time series analysis, Bayesian networks, neural network, machine learning, architectures for data acquisition and data analysis, medical informatics and modeling, genetic and fuzzy algorithms, and medical data mining.
Reproduction Electronic reproduction. Columbus, OH : OhioLINK, 2008.
System Details Mode of access: World Wide Web
ISBN 3540410899 (softcover : alk. paper)
9783540410898 (softcover : alk. paper)
OCLC # 664271822
Link OhioLINK electronic book center (OCoLC)180989150.
SpringerLink (OCoLC)43927870.
Additional Format Print version: Medical data analysis. Berlin ; New York : Springer, 2000 3540410899 (OCoLC)44969279.