1. ISMDA 2000: Frankfurt, Germany

Keynote Lectures

• Thomas Wetter:
  Medical Decision Support Systems. 1-3
  
• Basilio Sierra, Iñaki Inza, Pedro Larrañaga:
  Medical Bayes Networks. 4-14
  
• Michael Rosenblum:
  Synchronization Analysis of Bivariate Time Series and Its Application to Medical Data. 15-16
  
• Victor Maojo, José A. Sanandrés:
  A Survey of Data Mining Techniques. 17-22
  

Time Series Analysis

• Rainer Schmidt, Lothar Gierl:
  Prognoses for Multiparametric Time Courses. 23-33
  
• Ales Cernosek, Vladimir Krajca, Jitka Mohylová, Svojmil Petránek, Milos Matousek, Karel Paul:
  Estimation of the Time Delay of Epileptic Spikes by ICA. 34-42
  
• Gerhard Staude, Werner Wolf:
  Change-Point Detection in Kinetic Signals. 43-48
  
• Axel Wismüller, Dominik R. Dersch, Bernadette Lipinski, Klaus Hahn, Dorothee Auer:
  Hierarchical Clustering of Functional MRI Time-Series by Deterministic Annealing. 49-54
  
• Thorsten Müller, T. Ball, R. Kristeva-Feige, Thomas Mergner, Jens Timmer:
  Classification of Electro-encephalographic Spatial Patterns. 55-60
  
• Holger Steltner, Richard Staats, Michael Vogel, Christian Virchow, Heinrich Matthys, Josef Guttmann, Jens Timmer:
  Detection and Classification of Sleep-Disordered Breathing Using Acoustic Respiratory Input Impedance and Nasal Pressure. 61-66
  
• Roland Fried, Ursula Gather, Michael Imhoff, Marcus Bauer:
  Some Statistical Methods in Intensive Care Online Monitoring - A Review. 67-77
  
• Niels Wessel, Agnes Schumann, Alexander Schirdewan, Andreas Voss, Jürgen Kurths:
  Entropy Measures in Heart Rate Variability Data. 78-87
  
• Laura Cimponeriu, Anastasios Bezerianos:
  Determinism and Nonlinearity of the Heart Rhythm. 88-96
  

Bayes Networks

• Iñaki Inza, Marisa Merino, Pedro Larrañaga, Jorge Quiroga, Basilio Sierra, Marcos Girala:
  Feature Subset Selection Using Probabilistic Tree Structures. A Case Study in the Survival of Cirrhotic Patients Treated with TIPS. 97-110
  
• Roman Hovorka:
  Deconvolution and Credible Intervals Using Markov Chain Monte Carlo Method. 111-121
  
• Carmen Lacave, Roberto Atienza, Francisco Javier Díez:
  Graphical Explanation in Bayesian Networks. 122-129
  

Neural Nets

• Jürgen Paetz, Fred Henrik Hamker, Sven Thöne:
  About the Analysis of Septic Shock Patient Data. 130-137
  
• Thomas Villmann, Wieland Hermann, Michael Geyer:
  Data Mining and Knowledge Discovery in Medical Applications Using Self-Organizing Maps. 138-151
  
• Werner Horbelt, Thorsten Müller, Jens Timmer, Werner Melzer, Karl Winkler:
  Analysis of Nonlinear Differential Equations: Parameter Estimation and Model Selection. 152-158
  

Machine Learning

• Dragan Gamberger, Goran Krstacic, Tomislav Smuc:
  Medical Expert Evaluation of Machine Learning Results for a Coronary Heart Disease Database. 159-168
  
• Frank Köster, Roland Radtke, Bernd Westphal, Michael Sonnenschein:
  Combining Methodical Procedures from Knowledge Discovery in Databases and Individual-Oriented Simulation -- Data Mining in Time Series. 169-182
  
• Dragan Gamberger, Nada Lavrac, Goran Krstacic, Tomislav Smuc:
  Inconsistency Tests for Patient Records in a Coronary Heart Disease Database. 183-189
  

Architectures for Data Acquisition and Data Analysis

• Stefan Wagenpfeil, Uwe Treiber, Antonie Lehmer:
  A MATLAB-Based Software Tool for Changepoint Detection and Nonlinear Regression in Dose-Response Relationships. 190-197
  
• Lutz Fritsche, Kay Schröter, Gabriela Lindemann, Regina Kunz, Klemens Budde, Hans-H. Neumayer:
  A Web-Based Electronic Patient Record System as a Means for Collection of Clinical Data. 198-205
  
• Hilde Tobi, Paul B. van den Berg, Lolkje T. W. de Jong-van den Berg:
  The InterAction Database: Synergy of Science and Practive in Pharmacy. 206-211
  

Medical Informatics and Modeling

• Victor Maojo, Luis M. Laita, Eugenio Roanes-Lozano, José Crespo, Juan Rodríguez-Pedrosa:
  A New Computerized Method to Verify and Disseminate Medical Appropriateness Criteria. 212-217
  
• Frieder Keller, David Czock, Michael Giehl, Dietmar Zellner:
  Pharmacokinetic & -dynamic Drug Information and Dosage Adjustment System Pharmdis. 218-224
  
• Dino Alberto Mattucci, Velio Macellari, Pietro Chistolini, Gianluca Frustagli:
  Discrete Simulations of Cadaver Kidney Allocation Schemes. 225-233
  
• Willi Sauerbrei, Martin Schumacher:
  Bootstrap and Cross-Validation to Assess Complexity of Data-Driven Regression Models. 234-241
  

Genetic and Fuzzy Algorithms

• Helen Frances Gray, Ross James Maxwell:
  Genetic Programming Optimisation of Nuclear Magnetic Resonance Pulse Shapes. 242-249
  
• Christian Setzkorn, Ray Paton, Leanne Bricker, Roy G. Farquharson:
  Application of a Genetic Programming Based Rule Discovery System to Recurring Miscarriage Data. 250-259
  
• Roman Bittner, Pavel Smrcka, Petr Vysoký, Karel Hána, Lubomir Pousek, Petr Schreib:
  Detecting of Fatigue States of a Car Driver. 260-273
  
• Arkady Bolotin:
  Operator Method of Fuzzification. 274-281
  

Medical Data Mining

• Evelina Lamma, M. Manservigi, Paola Mello, Sergio Storari, Fabrizio Riguzzi:
  A System for Monitoring Nosocomial Infections. 282-292
  
• David Riaño, Susana Prado:
  A Data Mining Alternative to Model Hospital Operations: Filtering, Adaption and Behaviour Prediction. 293-299
  
• Martin Beibel:
  Selection of Informative Genes in Gene Expression Based Diagnosis: A Nonparametric Approach. 300-307
  
• Alessandro Giuliani, Romualdo Benigni:
  Principal Component Analysis for Descriptive Epidemiology. 308-313
  

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