Precision Health and Artificial Intelligence
eBook - ePub

Precision Health and Artificial Intelligence

With Privacy, Ethics, Bias, Health Equity, Best Practices, and Case Studies

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

Precision Health and Artificial Intelligence

With Privacy, Ethics, Bias, Health Equity, Best Practices, and Case Studies

About this book

This book provides a comprehensive explanation of precision (i.e., personalized) healthcare and explores how it can be advanced through artificial intelligence (AI) and other data-driven technologies.

From improving the diagnosis, treatment, and monitoring of many medical conditions to the effective implementation of precise patient care, this book will help you understand datasets produced from digital health technologies and IoT and teach you how to employ analytical methods such as convolutional neural networks and deep learning to analyze that data. You'll also see how this data-driven approach can enhance and democratize value-based healthcare delivery. Additionally, you'll learn how the convergence of AI and precision health is revolutionizing healthcare, including some of the most difficult challenges facing precision medicine, such as ethics, bias, privacy, and health equity. 

Precision Health and Artificial Intelligence provides the groundwork for clinicians, engineers, bioinformaticians, and healthcare enthusiasts to apply AI to healthcare.


What You Will Learn
  • Understand the components required to facilitate precision health and personalized care
  • Apply and implement precision health systems
  • Overcome the challenges of delivering precision healthcare at scale
  • Reconcile ethical and moral implications of delivering precision healthcare
  • Gain insight into the hurdles providers face while implementing precision healthcare 


Who This Book Is For

Healthcare professionals, clinicians, engineers, bioinformaticians, chief information officers (CIOs), and students

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Yes, you can access Precision Health and Artificial Intelligence by Arjun Panesar in PDF and/or ePUB format, as well as other popular books in Computer Science & Artificial Intelligence (AI) & Semantics. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Cover
  2. Front Matter
  3. 1. Introduction
  4. 2. What Is Precision Health?
  5. 3. Data and the Digital Phenotype
  6. 4. Artificial Intelligence and Machine Learning in Precision Health
  7. 5. Risks and Ethical Challenges of Precision Health
  8. 6. Future of Precision Healthcare
  9. 7. Precision Healthcare in Practice
  10. Back Matter