Demystifying Big Data, Machine Learning, and Deep Learning for Healthcare Analytics
eBook - ePub

Demystifying Big Data, Machine Learning, and Deep Learning for Healthcare Analytics

  1. 372 pages
  2. English
  3. ePUB (mobile friendly)
  4. Only available on web
eBook - ePub

Demystifying Big Data, Machine Learning, and Deep Learning for Healthcare Analytics

Book details
Table of contents
Citations

About This Book

Demystifying Big Data, Machine Learning, and Deep Learning for Healthcare Analytics presents the changing world of data utilization, especially in clinical healthcare. Various techniques, methodologies, and algorithms are presented in this book to organize data in a structured manner that will assist physicians in the care of patients and help biomedical engineers and computer scientists understand the impact of these techniques on healthcare analytics. The book is divided into two parts: Part 1 covers big data aspects such as healthcare decision support systems and analytics-related topics. Part 2 focuses on the current frameworks and applications of deep learning and machine learning, and provides an outlook on future directions of research and development. The entire book takes a case study approach, providing a wealth of real-world case studies in the application chapters to act as a foundational reference for biomedical engineers, computer scientists, healthcare researchers, and clinicians.

  • Provides a comprehensive reference for biomedical engineers, computer scientists, advanced industry practitioners, researchers, and clinicians to understand and develop healthcare analytics using advanced tools and technologies
  • Includes in-depth illustrations of advanced techniques via dataset samples, statistical tables, and graphs with algorithms and computational methods for developing new applications in healthcare informatics
  • Unique case study approach provides readers with insights for practical clinical implementation

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Yes, you can access Demystifying Big Data, Machine Learning, and Deep Learning for Healthcare Analytics by Pradeep N,Sandeep Kautish,Sheng-Lung Peng in PDF and/or ePUB format, as well as other popular books in Sciences biologiques & Biotechnologie. We have over one million books available in our catalogue for you to explore.

Information

Publisher
Academic Press
Year
2021
ISBN
9780128220443
Topic
Sciences biologiques
Subtopic
Biotechnologie

Table of contents

  1. Cover image
  2. Title page
  3. Table of Contents
  4. Copyright
  5. Dedication
  6. Contributors
  7. Editors biography
  8. Foreword
  9. Preface
  10. Overview
  11. Section 1: Big data in healthcare analytics
  12. Section 2: Machine learning and deep learning for healthcare
  13. Index