Swarm Intelligence and its Applications in Biomedical Informatics

1. Introduction. 2. Statistical Methods and Swarm Intelligence Techniques in Clinical Data Prediction. 3. Data Classification by Decision Trees - An Illustration . 4. Predictive Analytics Using Ant Colony Optimization with Decision Trees for Medical Data. 5. Predictive Analytics Using Bee-Based Harmony Search with Decision Trees for Medical Data. 6. Predictive Analytics Using Particle Swarm Optimization with Decision Trees for Type II Diabetes. 7. Case-Based Analysis in Medical Informatics. 8. Intelligent Optimization Unit. 9. Conclusion.

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• Tecnologia da informação: aspectos gerais
• Engenharia biomédica
• Inteligência artificial
• Fabricação auxiliada por computador
• Bioinformática medica

medical machine learning;ant colony optimisation;harmony search algorithm;particle swarm optimisation;clinical trial analytics;ethical issues in AI healthcare;advanced medical data prediction techniques