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Generative Artificial Intelligence and Ethics for Healthcare de Loveleen Gaur

Generative Artificial Intelligence and Ethics for Healthcare

Autor Loveleen Gaur, Ajith Abraham
en Limba Engleză Paperback – sep 2025
Generative Artificial Intelligence and Ethics for Healthcare conducts a deep dive into the potential issues and challenges associated with Generative AI applications. The book begins with foundational concepts of generative AI and then explores ethical theories, including specific case studies in healthcare, and concludes with discussions on policy and future implications. Written for healthcare professionals, policymakers, academics and AI developers, by authors who have a thorough understanding of AI and machine learning in the healthcare.

  • Establishes a basic understanding of the concept of Generative AI, along with various ethical challenges
  • Focuses on specific issues such as Data Privacy, Patient Data Ownership, Trust, Accountability, and Informed Consent
  • Explores the latest concepts of Health Equity, Lawfulness, and Empathy in relation to Generative AI and the role of governability
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Specificații

ISBN-13: 9780443331244
ISBN-10: 0443331243
Pagini: 225
Dimensiuni: 191 x 235 mm
Editura: ELSEVIER SCIENCE

Cuprins

1. Generative AI in Healthcare: Introduction, Concept, Applications and Challenges
2. Understanding Training Data and Mitigating Biases in Training Data
3. Calibrating Generative AI Models for Healthcare
4. Explainability in Generative AI and LLMs
5. Ethical considerations in Generative AI development and usage
6. Ethical concerns of Generative AI in Healthcare applications
7. Ethical concern of Data Privacy and Patient Data Ownership
8. Trust, Accountability, and Informed Consent: Cornerstones of Ethical Practice in Clinical Medicine
9. Personalized Medicine and Data Privacy: Where to draw the boundary
10. Autonomous Medical Diagnosis: How to make balance between Accuracy and Accountability
11. Health Equity and Generative AI: Role, Impact and Challenges
12. Lawfulness and Generative AI
13. Empathy and Generative AI: Role and Ethical challenges
14. Role of Governability and Generative AI for Healthcare