Smart Computational Intelligence in Biomedical and Health Informatics
eBook - ePub

Smart Computational Intelligence in Biomedical and Health Informatics

  1. 216 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

Smart Computational Intelligence in Biomedical and Health Informatics

About this book

Smart Computational Intelligence in Biomedical and Health Informatics presents state-of-the-art innovations; research, design, and implementation of methodological and algorithmic solutions to data processing problems, including analysis of evolving trends in health informatics and computer-aided diagnosis. This book describes practical, applications-led research regarding the use of methods and devices in clinical diagnosis, disease prevention, and patient monitoring and management. It also covers simulation and modeling, measurement and control, analysis, information extraction and monitoring of physiological data in clinical medicine and the biological sciences.

FEATURES

  • Covers evolutionary approaches to solve optimization problems in biomedical engineering
  • Discusses IoT, Cloud computing, and data analytics in healthcare informatics
  • Provides computational intelligence-based solution for diagnosis of diseases
  • Reviews modelling and simulations in designing of biomedical equipment
  • Promotes machine learning-based approaches to improvements in biomedical engineering problems

This book is for researchers, graduate students in healthcare, biomedical engineers, and those interested in health informatics, computational intelligence, and machine learning.

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Information

Publisher
CRC Press
Year
2021
Print ISBN
9780367624125
eBook ISBN
9781000434392

Table of contents

  1. Cover
  2. Half Title
  3. Series Page
  4. Title Page
  5. Copyright Page
  6. Contents
  7. List of Figures
  8. List of Tables
  9. Preface
  10. Acknowledgments
  11. Editors
  12. List of Contributors
  13. Chapter 1 Impact of Gender on the Lipid Profile of Patients with Coronary Artery Disease: A Bayesian Analytical Approach
  14. Chapter 2 Implementation of Wearable ECG Monitor Interfaced with Real-Time Location Tracker
  15. Chapter 3 AI and Deep Learning for Biomedical Image Analysis
  16. Chapter 4 Deep Learning: A Review on Supervised Architectures and their Applications to Decision Support Systems in the Medical Field
  17. Chapter 5 Automated View Orientation Classification for X-ray Images Using Deep Neural Networks
  18. Chapter 6 Sustainable e-Health Solutions for Routine and Emergency Treatment: Scope of Informatics and Telemedicine in India
  19. Chapter 7 Predicting Medical Procedures from Diagnostic Sequences Using Neural Machine Translation
  20. Chapter 8 Sensing the Mood-Application of Machine Learning in Human Psychology Analysis and Cognitive Science
  21. Chapter 9 Speech Emotion Recognition using Manta Ray Foraging Optimization Based Feature Selection
  22. Chapter 10 Internet of Things in Healthcare Informatics
  23. Chapter 11 Deep Learning for the Prediction and Detection of Alzheimer's Disease (AD): An Overview and Future Trends
  24. Chapter 12 A Text Analytics-based E-Healthcare Decision Support Model Using Machine Learning Techniques
  25. Index

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Yes, you can access Smart Computational Intelligence in Biomedical and Health Informatics by Amit Kumar Manocha, Mandeep Singh, Shruti Jain, Vishal Jain, Amit Kumar Manocha,Mandeep Singh,Shruti Jain,Vishal Jain in PDF and/or ePUB format, as well as other popular books in Informatik & Computer Vision & Mustererkennung. We have over 1.5 million books available in our catalogue for you to explore.