1st Edition

Swarm Intelligence and its Applications in Biomedical Informatics

By A. Sheik Abdullah Copyright 2024
174 Pages 37 B/W Illustrations
by CRC Press

174 Pages 37 B/W Illustrations
by CRC Press

174 Pages 37 B/W Illustrations
by CRC Press

Swarm Intelligence and Its Applications in Biomedical Informatics discusses Artificial Intelligence (AI) applications in medicine and biology, as well as challenges and opportunities presented in these arenas. It covers healthcare big data analytics, mobile health, personalized medicine, and clinical trial data management. This book shows how AI can be used for early disease diagnosis,... Read more

1. Introduction
2. 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 

Biography

A. Sheik Abdullah is an Assistant Professor senior, at the School of Computer Science Engineering, Vellore Institute of Technology, in Chennai, Tamil Nadu, India. His research interests include Medical Data Research and Analytics, E-Governance, and Big Data. He has published books, written book chapters, and numerous journal articles.