Computational Intelligence Processing in Medical Diagnosis

Front Matter....Pages i-xx
An Introduction to Computational Intelligence in Medical Diagnosis....Pages 1-11
Computational Intelligence Techniques in Medical Decision Making: the Data Mining Perspective....Pages 13-44
Internet-Based Decision Support for Evidence-Based Medicine....Pages 45-70
Integrating Kernel Methods into a Knowledge-Based Approach to Evidence-Based Medicine....Pages 71-100
Case-Based Reasoning Prognosis for Temporal Courses....Pages 101-128
Pattern Recognition in Intensive Care Online Monitoring....Pages 129-172
Artificial Neural Network Models for Timely Assessment of Trauma Complication Risk....Pages 173-195
Artificial Neural Networks in Medical Diagnosis....Pages 197-228
The Application of Neural Networks in the Classification of the Electrocardiogram....Pages 229-260
Neural Network Predictions of Significant Coronary Artery Stenosis in Women....Pages 261-290
A Modular Neural Network System for the Analysis of Nuclei in Histopathological Sections....Pages 291-322
Septic Shock Diagnosis by Neural Networks and Rule Based Systems....Pages 323-356
Monitoring Depth of Anesthesia....Pages 357-389
Combining Evolutionary and Fuzzy Techniques in Medical Diagnosis....Pages 391-426
Genetic Algorithms for Feature Selection in Computer-Aided Diagnosis....Pages 427-484
Back Matter....Pages 485-496