Medical Data Analysis

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