Beschreibung

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.

Inhalt
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.

Produktinformationen

Titel:	Medical Data Analysis
Untertitel:	4th International Symposium, ISMDA 2003, Berlin, Germany, October 9-10, 2003, Proceedings
Editor:	Petra Perner   Hermann-Georg Holzhütter   Rüdiger Brause
EAN:	9783540202820
ISBN:	354020282X
Format:	Kartonierter Einband
Herausgeber:	Springer Berlin Heidelberg
Genre:	Informatik
Anzahl Seiten:	140
Gewicht:	224g
Größe:	H235mm x B155mm x T7mm
Jahr:	2003
Untertitel:	Englisch
Auflage:	2003