Medical data analysis : First International Symposium, ISMDA 2000, Frankfurt, Germany, September 29-30, 2000 : proceedings /
| Corporate Authors: | , |
|---|---|
| Other Authors: | , |
| Format: | Conference Proceeding eBook |
| Language: | English |
| Published: |
Berlin ; New York :
Springer,
2000.
|
| Series: | Lecture notes in computer science ;
1933. |
| Subjects: | |
| Online Access: | Connect to the full text of this electronic book |
Table of Contents:
- Medical Decision Support Systems / T. Wetter
- Medical Bayes Networks / B. Sierra, I. Inza and P. Larranaga
- Synchronization Analysis of Bivariate Time Series and Its Application to Medical Data / M. Rosenblum
- A Survey of Data Mining Techniques / V. Maojo and J. Sanandres
- Prognoses for Multiparametric Time Courses / R. Schmidt and L. Gierl
- Estimation of the Time Delay of Epileptic Spikes by ICA / A. Cernosek, V. Krajca and J. Mohylova / [et al.]
- Change-Point Detection in Kinetic Signals / G. Staude and W. Wolf
- Hierarchical Clustering of Functional MRI Time-Series by Deterministic Annealing / A. Wismuller, D. R. Dersch and B. Lipinski / [et al.]
- Classification of Electro-encephalographic Spatial Patterns / T. Muller, T. Ball and R. Kristeva-Feige / [et al.]
- Detection and Classification of Sleep-Disordered Breathing Using Acoustic Respiratory Input Impedance and Nasal Pressure / H. Steltner, R. Staats and M. Vogel / [et al.]
- Some Statistical Methods in Intensive Care Online Monitoring
- A Review / R. Fried, U. Gather and M. Imhoff / [et al.]
- Entropy Measures in Heart Rate Variability Data / N. Wessel, A. Schumann and A. Schirdewan / [et al.]
- Determinism and Nonlinearity of the Heart Rhythm / L. Cimponeriu and A. Bezerianos
- Feature Subset Selection Using Probabilistic Tree Structures. A Case Study in the Survival of Cirrhotic Patients Treated with TIPS / I. Inza, M. Merino and P. Larranaga / [et al.]
- Deconvolution and Credible Intervals Using Markov Chain Monte Carlo Method / R. Hovorka
- Graphical Explanation in Bayesian Networks / C. Lacave, R. Atienza and F. J. Diez
- About the Analysis of Septic Shock Patient Data / J. Paetz, F. Hamker and S. Thone
- Data Mining and Knowledge Discovery in Medical Applications Using Self-Organizing Maps / T. Villmann, W. Hermann and M. Geyer
- Analysis of Nonlinear Differential Equations: Parameter Estimation and Model Selection / W. Horbelt, T. Muller and J. Timmer / [et al.]
- Medical Expert Evaluation of Machine Learning Results for a Coronary Heart Disease Database / D. Gamberger, G. Krstacic and T. Smuc
- Combining Methodical Procedures from Knowledge Discovery in Databases and Individual-Oriented Simulation -Data Mining in Time Series- / F. Koster, R. Radtke and B. Westphal / [et al.]
- Inconsistency Tests for Patient Records in a Coronary Heart Disease Database / D. Gamberger, N. Lavrac and G. Krstacic / [et al.]
- A MATLAB-Based Software Tool for Changepoint Detection and Nonlinear Regression in Dose-Response Relationships / S. Wagenpfeil, U. Treiber and A. Lehmer
- A Web-Based Electronic Patient Record System as a Means for Collection of Clinical Data / L. Fritsche, K. Schroter and G. Lindemann / [et al.]
- The InterAction Database: Synergy of Science and Practice in Pharmacy / H. Tobi, P. B. van den Berg and L. T. W. de Jong-van den Berg
- A New Computerized Method to Verify and Disseminate Medical Appropriateness Criteria / V. Maojo, L. Laita and E. Roanes-Lozano / [et al.]
- Pharmacokinetic & -dynamic Drug Information and Dosage Adjustment System Pharmdis / F. Keller, D. Czock and M. Giehl / [et al.]
- Discrete Simulations of Cadaver Kidney Allocation Schemes / D. A. Mattucci, V. Macellari and P. Chistolini / [et al.]
- Bootstrap and Cross-Validation to Assess Complexity of Data-Driven Regression Models / W. Sauerbrei and M. Schumacher
- Genetic Programming Optimisation of Nuclear Magnetic Resonance Pulse Shapes / H. F. Gray and R. J. Maxwell
- Application of a Genetic Programming Based Rule Discovery System to Reccurring Miscarriage Data / C. Setzkorn, R. C. Paton and L. Bricker / [et al.]
- Detecting of Fatigue States of a Car Driver / R. Bittner, P. Smrcka and P. Vysoky / [et al.]
- Operator Method of Fuzzification / A. Bolotin
- A System for Monitoring Nosocomial Infections / E. Lamma, M. Manservigi and P. Mello / [et al.]
- A Data Mining Alternative to Model Hospital Operations: Filtering, Adaptation and Behaviour Prediction / D. Riano and S. Prado
- Selection of Informative Genes in Gene Expression Based Diagnosis: A Nonparametric Approach / M. Beibel
- Principal Component Analysis for Descriptive Epidemiology / A. Giuliani and R. Benigni.