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Computational Intelligence in Healthcare Applications Rajeev Agrawal (Director, GL Bajaj Institute of Technology and Management, India)

Computational Intelligence in Healthcare Applications By Rajeev Agrawal (Director, GL Bajaj Institute of Technology and Management, India)

Computational Intelligence in Healthcare Applications by Rajeev Agrawal (Director, GL Bajaj Institute of Technology and Management, India)


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Computational Intelligence in Healthcare Applications Summary

Computational Intelligence in Healthcare Applications by Rajeev Agrawal (Director, GL Bajaj Institute of Technology and Management, India)

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. This book is a valuable resource for graduate students and researchers in medical informatics, however, it is also ideal for members of the biomedical field and healthcare industry who are interested in learning more about novel technologies and their applications in the field.

About Rajeev Agrawal (Director, GL Bajaj Institute of Technology and Management, India)

Dr. Rajeev Agrawal holds PhD degree on Computer Science from Jawaharlal Nehru University. He has more than 27 years of experience in teaching and research. He was Head of Computer Science Department at Kumaon Engineering College and currently is Director at GL Bajaj Institute of Technology and Management. He holds four patents, received several grants for research projects and is editorial board member of Health Informatics Journal (Sage). Dr. Agrawal main research interests are m-health, medical imaging and wireless networks Dr. M.A. Ansari holds PhD degree on Signal and Imaging Processing from Indian Institute of Technology Roorkee. He has 18 years of experience in teaching and research. Currently he is Professor at School of Engineering, Gautam Buddha University, where he supervised 4 PhD and 63 MTech students to date. He authored several book chapters and published almost 30 peer-reviewed articles in international journals. Dr. Ansari main research interests are medical image coding, biomedical instrumentation and control, and digital signal and image processing. R.S. Anand works in the Department of Electrical Engineering at IIT Roorkee, India. Sweta Sneha works in the Michael J. Coles College of Business at Kennesaw State University, USA. Rajat Mehrotra works in the Department of Electronical and Electronics Engineering at GL Bajaj Institute of Technology and Management, India.

Table of Contents

1. Mathematical Modeling and its significance in the field of Medical Imaging 2. Modeling of Healthcare services and its influence on human health 3. Health care applications design and development 4. Predictive modeling based on Artificial Intelligence and Deep Learning 5. Smart health care /wearable devices and their applications 6. Detection and Classification of different medical disorders using Artificial Intelligence and Deep Learning techniques 7. Prediction of neurological disorders using MRI and other imaging techniques 8. Evidence-based predictive modeling using soft computing 9. Decision support system for clinical applications using AI and other learning techniques 10. Knowledge-based management system for health care services and usage 11. Computer-aided diagnostic for clinical inferences 12. Pervasive and ubiquitous techniques in healthcare

Additional information

NGR9780323990318
9780323990318
0323990312
Computational Intelligence in Healthcare Applications by Rajeev Agrawal (Director, GL Bajaj Institute of Technology and Management, India)
New
Paperback
Elsevier Science & Technology
2022-07-15
376
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
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