Ebook: Medical Data Analysis: 4th International Symposium, ISMDA 2003, Berlin, Germany, October 9-10, 2003. Proceedings
- Tags: Database Management, Health Informatics, Information Storage and Retrieval, Artificial Intelligence (incl. Robotics), Image Processing and Computer Vision
- Series: Lecture Notes in Computer Science 2868
- Year: 2003
- Publisher: Springer-Verlag Berlin Heidelberg
- Edition: 1
- Language: English
- pdf
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.
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.
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.
Content:
Front Matter....Pages -
Possibility-Probability Relation in Medical Models....Pages 1-8
How Exactly Do We Know Inheritance Parameters?....Pages 9-14
Tuning of Diagnosis Support Rules through Visualizing Data Transformations....Pages 15-22
Inductive Learning of Simple Diagnostic Scores....Pages 23-30
A Virtual Approach to Integrating Biomedical Databases and Terminologies....Pages 31-38
Data Mining with Meva in MEDLINE....Pages 39-46
Isobologram Analysis in MATLAB for Combined Effects of Two Agents in Dose-Response Experiments....Pages 47-54
Towards an Improved On-line Algorithm to Estimate the Fetal Heart Rate from Ultrasound Data....Pages 55-61
Health Monitoring by an Image Interpretation System – A System for Airborne Fungi Identification....Pages 62-74
Quantification and Characterization of Pulmonary Emphysema in Multislice-CT....Pages 75-82
Interactive Visualization of Diagnostic Data from Cardiac Images Using 3D Glyphs....Pages 83-90
Predicting Influenza Waves with Health Insurance Data....Pages 91-98
Fuzzy Inference Systems for Multistage Diagnosis of Acute Renal Failure in Children....Pages 99-108
Data Imbalance in Surveillance of Nosocomial Infections....Pages 109-117
An Outline of an Expert System for Diagnosis and Treatment of Bronchogenic Carcinoma....Pages 118-126
Back Matter....Pages -
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.
Content:
Front Matter....Pages -
Possibility-Probability Relation in Medical Models....Pages 1-8
How Exactly Do We Know Inheritance Parameters?....Pages 9-14
Tuning of Diagnosis Support Rules through Visualizing Data Transformations....Pages 15-22
Inductive Learning of Simple Diagnostic Scores....Pages 23-30
A Virtual Approach to Integrating Biomedical Databases and Terminologies....Pages 31-38
Data Mining with Meva in MEDLINE....Pages 39-46
Isobologram Analysis in MATLAB for Combined Effects of Two Agents in Dose-Response Experiments....Pages 47-54
Towards an Improved On-line Algorithm to Estimate the Fetal Heart Rate from Ultrasound Data....Pages 55-61
Health Monitoring by an Image Interpretation System – A System for Airborne Fungi Identification....Pages 62-74
Quantification and Characterization of Pulmonary Emphysema in Multislice-CT....Pages 75-82
Interactive Visualization of Diagnostic Data from Cardiac Images Using 3D Glyphs....Pages 83-90
Predicting Influenza Waves with Health Insurance Data....Pages 91-98
Fuzzy Inference Systems for Multistage Diagnosis of Acute Renal Failure in Children....Pages 99-108
Data Imbalance in Surveillance of Nosocomial Infections....Pages 109-117
An Outline of an Expert System for Diagnosis and Treatment of Bronchogenic Carcinoma....Pages 118-126
Back Matter....Pages -
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