Medical Data Analysis

Produktbeschreibung

This book constitutes the refereed proceedings of the 4th International Symposium on Medical Data Analysis, ISMDA 2003, held in Berlin, Germany in October 2003.

The 15 revised full papers presented were carefully reviewed and selected for inclusion in the book. The papers are organized in topical sections on medical models and learning, integration of intelligent analysis methods into medical databases, medical signal processing and image analysis, and applications of medical diagnostic support systems. 

Inhaltsverzeichnis

Medical Models and Learning.- Possibility-Probability Relation in Medical
Models.- How Exactly Do We Know Inheritance Parameters?.- Tuning of Diagnosis
Support Rules through Visualizing Data Transformations.- Inductive Learning of
Simple Diagnostic Scores.- Integration of Intelligent Analysis Methods into
Medical Data Bases.- A Virtual Approach to Integrating Biomedical Databases and
Terminologies.- Data Mining with Meva in MEDLINE.- Medical Signal and Image
Analysis.- Isobologram Analysis in MATLAB for Combined Effects of Two Agents in
Dose-Response Experiments.- Towards an Improved On-line Algorithm to Estimate
the Fetal Heart Rate from Ultrasound Data.- Health Monitoring by an Image
Interpretation System - A System for Airborne Fungi Identification.-
Quantification and Characterization of Pulmonary Emphysema in Multislice-CT.-
Interactive Visualization of Diagnostic Data from Cardiac Images Using 3D
Glyphs.- Applications of Medical Diagnostic Support Systems.- Predicting
Influenza Waves with Health Insurance Data.- Fuzzy Inference Systems for
Multistage Diagnosis of Acute Renal Failure in Children.- Data Imbalance in
Surveillance of Nosocomial Infections.- An Outline of an Expert System for
Diagnosis and Treatment of Bronchogenic Carcinoma.