Medical data analysis : First International Symposium, ISMDA 2000, Frankfurt, Germany, September 29-30, 2000 : proceedings

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.