Explainable AI for Healthcare
eBook - ePub

Explainable AI for Healthcare

Real Life Applications and Use Cases for Practitioners

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

Explainable AI for Healthcare

Real Life Applications and Use Cases for Practitioners

About this book

This book explores the transformative potential of Explainable AI (XAI) in enhancing healthcare delivery and XAI's role in fostering transparency, trust, and accountability in AI-driven medical decision-making. Covering technical foundations, practical applications, and ethical considerations, it offers valuable insights into how XAI can improve clinical decision-making, patient outcomes, and healthcare operations. Through real-world case studies, the book illustrates the practical benefits of XAI in diverse healthcare scenarios. It also addresses the challenges and solutions related to deploying XAI, making it an essential resource for professionals and researchers.

  • Detailed exploration of the methodologies, algorithms, and regulatory considerations underpinning XAI in smart healthcare systems
  • Diverse case studies demonstrating practical applications and benefits of XAI across various healthcare domains, enhancing understanding through tangible examples
  • Exploration of innovative XAI applications in diagnosis, treatment, patient monitoring, and care delivery, showcasing its potential to revolutionize healthcare practices and improve outcomes
  • Discussion on how XAI promotes patient engagement by providing clear explanations of AI-driven diagnoses or treatment plans, enhancing patient understanding and participation in their healthcare
  • Breakdown of XAI techniques, algorithms, and interpretability strategies, helping medical professionals understand and trust AI-driven decision-making processes

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Yes, you can access Explainable AI for Healthcare by Aman Kataria,Sita Rani in PDF and/or ePUB format, as well as other popular books in Informatique & Développement d'applications. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Cover Page
  2. Half-Title Page
  3. Title Page
  4. Copyright Page
  5. Contents
  6. Preface
  7. About the Authors
  8. Chapter 1 Introduction to Explainable AI in Smart Healthcare Systems
  9. Chapter 2 Understanding the Framework of Explainable AI in Healthcare
  10. Chapter 3 The Role of Transparency and Interpretability in Healthcare AI
  11. Chapter 4 Ethical Considerations in Implementing Explainable AI in Healthcare
  12. Chapter 5 Advancing Healthcare with Explainable AI: Enhancing Patient Monitoring and Outcomes
  13. Chapter 6 Navigating Interpretability in AI: Balancing Performance, Standards, and Practical Guidance
  14. Chapter 7 Applications of Explainable AI in Diagnosis and Treatment
  15. Chapter 8 Challenges and Solutions in Deploying Explainable AI in Smart Healthcare Systems
  16. Chapter 9 Case Studies: Real-world Examples of Explainable AI in Healthcare
  17. Chapter 10 Future Directions and Innovations in Explainable AI for Healthcare
  18. Appendix A: Tools/Technologies for Deploying XAI Applications in Smart Healthcare Systems
  19. Index