Computational Intelligence in Healthcare Applications

Brings updated knowledge on computational intelligence tools and techniques applied to the healthcare sector

Rajeev Agrawal (Edited by), M. A. Ansari (Edited by), R. S. Anand (Edited by), Sweta Sneha (Edited by), Rajat Mehrotra (Edited by)

9780323990318, Elsevier Science

Paperback / softback, published 15 July 2022

376 pages
23.5 x 19 x 2.4 cm, 0.45 kg

Computational Intelligence in Healthcare Applications discusses a variety of techniques designed to represent, enhance and empower inter-domain research based on computational intelligence in healthcare. The book serves as a reference for the pervasive healthcare domain which takes into consideration new convergent computing and other applications. The book discusses topics such as mathematical modeling in medical imaging, predictive modeling based on artificial intelligence and deep learning, smart healthcare and wearable devices, and evidence-based predictive modeling. In addition, it discusses computer-aided diagnostic for clinical inferences and pervasive and ubiquitous techniques in healthcare.

1. Mathematical Modeling and its significance in the field of Medical Imaging2. Modeling of Healthcare services and its influence on human health3. Health care applications design and development4. Predictive modeling based on Artificial Intelligence and Deep Learning5. Smart health care /wearable devices and their applications6. Detection and Classification of different medical disorders using Artificial Intelligence and Deep Learning techniques7. Prediction of neurological disorders using MRI and other imaging techniques8. Evidence-based predictive modeling using soft computing9. Decision support system for clinical applications using AI and other learning techniques10. Knowledge-based management system for health care services and usage11. Computer-aided diagnostic for clinical inferences12. Pervasive and ubiquitous techniques in healthcare

Subject Areas: Medical bioinformatics [MBF]