Fostering Healthcare through Artificial Intelligence
eBook - ePub
Available until 21 Apr |Learn more

Fostering Healthcare through Artificial Intelligence

A High-Performance Computing Approach

  1. English
  2. ePUB (mobile friendly)
  3. Available on iOS & Android
eBook - ePub
Available until 21 Apr |Learn more

Fostering Healthcare through Artificial Intelligence

A High-Performance Computing Approach

About this book

In this book, readers can explore the transformative power of artificial intelligence (AI) in reshaping modern healthcare. The book dives deep into how cutting- edge technologies are revolutionizing diagnostics, patient care, and medical research. From the predictive analytics that anticipate disease outbreaks to intelligent systems that enhance clinical decisionmaking, this book reveals how AI technologies are playing a transformative role in healthcare domain. Designed for healthcare professionals and AI enthusiasts, this book presents real- world applications, ethical considerations, and visionary insights from researchers and industry. The book provides readers a comprehensive understanding of AI's potential to drive meaningful change.

This book:

  • Covers high-performance computing field programmable gate array networks for machine learning-based biomedical applications
  • Presents machine learning algorithms for cancer susceptibility, recurrence, and survival prediction
  • Discusses the use of high-performance computing (HPC) in the execution of low-power processors for healthcare devices
  • Demonstrates detailed performance analysis of wearable healthcare devices
  • Highlights the use of Pix2pix generative adversarial networks for mammographically occult breast cancer detection

Whether you're navigating the complexities of digital health transformation or simply curious about AI's role in medicine, Fostering Healthcare through Artificial Intelligence is your essential guide to understanding how technology can foster a healthier, smarter future for all.

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Yes, you can access Fostering Healthcare through Artificial Intelligence by Kavita Khare,Zainab Aizaz,Nilay Khare in PDF and/or ePUB format, as well as other popular books in Technology & Engineering & Computer Engineering. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Cover
  2. Half-Title Page
  3. Title Page
  4. Copyright Page
  5. Table of Contents
  6. Preface
  7. Acknowledgments
  8. About the authors
  9. Chapter 1 Introduction to AI and high-performance computing in the healthcare domain
  10. Chapter 2 Introduction to ML algorithms for biomedical applications
  11. Chapter 3 Biomedical signal and image processing using machine learning
  12. Chapter 4 Machine learning algorithms for cancer susceptibility, recurrence, and survival prediction: Viability, challenges, and survey on the state-of-the-art
  13. Chapter 5 AI technologies for diagnosis, prognosis, and survival of neurological, cardiovascular, and infectious diseases: State-of-the-art analysis
  14. Chapter 6 Case studies
  15. Chapter 7 Application of machine learning to gynecological cancers
  16. Chapter 8 Wearable healthcare devices
  17. Chapter 9 High-performance computing systems for healthcare
  18. Chapter 10 Quantum computing in medical informatics: Unlocking revolutionary potential
  19. Index