| Keynote Lectures |
| Medical Decision Support Systems / T. Wetter |
| Medical Bayes Networks / B. Sierra ; I. Inza ; P. Larrañaga |
| Synchronization Analysis of Bivariate Time Series and Its Application to Medical Data / M. Rosenblum |
| A Survey of Data Mining Techniques / V. Maojo ; J. Sanandrés |
| Time Series Analysis |
| Prognoses for Multiparametric Time Courses / R. Schmidt ; L. Gierl |
| Estimation of the Time Delay of Epileptic Spikes by ICA / A. ČernoÜek ; V. Krajča ; J. Mohylová ; S. Petránek ; M. MatouÜek ; K. Paul |
| Change-Point Detection in Kinetic Signals / G. Staude ; W. Wolf |
| Hierarchical Clustering of Functional MRI Time-Series by Deterministic Annealing / A. Wismüller ; D. R. Dersch ; B. Lipinski ; K. Hahn ; D. Auer |
| Classification of Electro-encephalographic Spatial Patterns / T. Müller ; T. Ball ; R. Kristeva-Feige ; T. Mergner ; J. Timmer |
| Detection and Classification of Sleep-Disordered Breathing Using Acoustic Respiratory Input Impedance and Nasal Pressure / H. Steltner ; R. Staats ; M. Vogel ; C. Virchow ; H. Matthys ; J. Guttmann |
| Some Statistical Methods in Intensive Care Online Monitoring-A Review / R. Fried ; U. Gather ; M. Imhoff ; M. Bauer |
| Entropy Measures in Heart Rate Variability Data / N. Wessel ; A. Schumann ; A. Schirdewan ; A. Voss ; J. Kurths |
| Determinism and Nonlinearity of the Heart Rhythm / L. Cimponeriu ; A. Bezerianos |
| Bayes Networks |
| Feature Subset Selection Using Probabilistic Tree Structures. A Case Study in the Survival of Cirrhotic Patients Treated with TIPS / M. Merino ; J. Quiroga ; M. Girala |
| Deconvolution and Credible Intervals Using Markov Chain Monte Carlo Method / R. Hovorka |
| Graphical Explanation in Bayesian Networks / C Lacave ; R. Atienza ; F. J. Díez |
| Neural Nets |
| About the Analysis of Septic Shock Patient Data / J. Paetz ; F. Hamker ; S. Thöne |
| Data Mining and Knowledge Discovery in Medical Applications Using Self-Organizing Maps / T. Villmann ; W. Hermann ; M. Geyer |
| Analysis of Nonlinear Differential Equations: Parameter Estimation and Model Selection / W. Horbelt ; W. Melzer ; K. Winkler |
| Machine Learning |
| Medical Expert Evaluation of Machine Learning Results for a Coronary Heart Disease Database / D. Gamberger ; G Krstačić ; T. èmuc |
| Combining Methodical Procedures from Knowledge Discovery in Databases and Individual-Oriented Simulation-Data Mining in Time Series- / F. Köster ; R. Radtke ; B. Westphal ; M. Sonnenschein |
| Inconsistency Tests for Patient Records in a Coronary Heart Disease Database / N Lavrač |
| Architectures for Data Aquisition and Data Analysis |
| A MATLAB-Based Software Tool for Changepoint Detection and Nonlinear Regression in Dose-Response Relationships / S. Wagenpfeil ; U. Treiber ; A. Lehmer |
| A Web-Based Electronic Patient Record System as a Means for Collection of Clinical Data / L. Fritsche ; K. Schröter ; G. Lindemann ; R. Kunz ; K. Budde ; H.-H. Neumayer |
| The InterAction Database: Synergy of Science and Practice in Pharmacy / H. Tobi ; P.B. van den Berg ; L.T.W. de Jong-van den Berg |
| Medical Informatics and Modeling |
| A New Computerized Method to Verify and Disseminate Medical Appropriateness Criteria / L. Laita ; E.Roanes-Lozano ; J. Crespo ; J. Rodriguez-Pedrosa |
| Pharmacokinetic & -dynamic Drug Information and Dosage Adjustment System Pharmdis / F. Keller ; D. Czock ; M. Giehl ; D. Zellner |
| Discrete Simulations of Cadaver Kidney Allocation Schemes / D. A. Mattucci ; V. Macellari ; P. Chistolini ; G. Frustagli |
| Bootstrap and Cross-Validation to Assess Complexity of Data-Driven Regression Models / W. Sauerbrei ; M. Schumacher |
| Genetic and Fuzzy Algorithms |
| Genetic Programming Optimisation of Nuclear Magnetic Resonance Pulse Shapes / H.F. Gray ; R.J. Maxwell |
| Application of a Genetic Programming Based Rule Discovery System to Reccurring Miscarriage Data / C. Setzkorn ; R.C. Paton ; L. Bricker ; R.G. Farquharson |
| Detecting of Fatigue States of a Car Driver / R. Bittner ; P. Smrčka ; P. Vysoký ; K. Hána ; L. PouÜek ; P. Schreib |
| Operator Method of Fuzzification / A. Bolotin |
| Medical Data Mining |
| A System for Monitoring Nosocomial Infections / E. Lamma ; M. Manservigi ; P. Mello ; S. Storari ; F. Riguzzi |
| A Data Mining Alternative to Model Hospital Operations: Filtering, Adaptation and Behaviour Prediction / D. Riaño ; S. Prado |
| Selection of Informative Genes in Gene Expression Based Diagnosis: A Nonparametric Approach / M. Beibel |
| Principal Component Analysis for Descriptive Epidemiology / A. Giuliani ; R. Benigni |
| Author Index |
| Keynote Lectures |
| Medical Decision Support Systems / T. Wetter |
| Medical Bayes Networks / B. Sierra ; I. Inza ; P. Larrañaga |
| Synchronization Analysis of Bivariate Time Series and Its Application to Medical Data / M. Rosenblum |
| A Survey of Data Mining Techniques / V. Maojo ; J. Sanandrés |
| Time Series Analysis |
