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1. ISMDA 2000: Frankfurt, Germany
- Rüdiger W. Brause, Ernst Hanisch
:
Medical Data Analysis, First International Symposium, ISMDA 2000, Frankfurt, Germany, September 29-30, 2000, Proceedings. Lecture Notes in Computer Science 1933, Springer 2000, ISBN 3-540-41089-9
Keynote Lectures
- Thomas Wetter:
Medical Decision Support Systems. 1-3 - Basilio Sierra
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 H. 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
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
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
Graphical Explanation in Bayesian Networks. 122-129
Neural Nets
- Jürgen Paetz, Fred H. Hamker
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
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
Application of a Genetic Programming Based Rule Discovery System to Recurring Miscarriage Data. 250-259 - Roman Bittner, Pavel Smrcka
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
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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