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Full Description
This book explores the pivotal role of explainable artificial intelligence (XAI) in driving digital transformation within the healthcare sector, providing comprehensive insights into its applications, ethical and legal considerations, technological requirements, and future trends.
Digital Transformation and XAI in Healthcare delves into the fundamental role of XAI in transforming healthcare, addressing critical issues such as data security, ethical considerations, and the integration of XAI into existing healthcare infrastructures. By offering a comprehensive overview of technological tools, infrastructure requirements, and legal frameworks, this book equips healthcare professionals with the knowledge to navigate the complexities of XAI applications. The book explores the future of healthcare education and the pivotal role of XAI in training the next generation of healthcare professionals. It discusses how XAI can enhance learning experiences and provide more personalized education, ensuring that future clinicians are well equipped to utilize advanced AI technologies. It also delves into the technological tools and infrastructure required for implementing XAI, as well as data management and privacy concerns. The exploration of global collaborations and innovative projects highlights the book's unique perspective on the international impact of XAI in healthcare.
Intended for healthcare professionals, researchers, and students, this book will provide valuable insights into the future of healthcare technology. Readers will be equipped with the knowledge to harness the power of XAI, ensuring that AI systems are not only accurate but also transparent, trustworthy, and ethically sound.
Contents
1- Explainable Artificial Intelligence and Digital Transformation in Healthcare 2- Legal and Ethical Issues in Healthcare 3- Sectoral Applications of XAI in Healthcare 4- Technology and Infrastructure for XAI in Healthcare 5- Data Management and Privacy 6- Decision Support Systems in Healthcare: Applications, Benefits, Challenges, and Future Trends 7- Healthcare Educatıon and XAI: Future Dırectıons 8- Multinational Collaborations and Innovation 9- Investigation on deployment of XAI in Healthcare Through Augmented Analytics and Augmented Artificial Intelligence 10- Generative Artificial Intelligence and Generative Adversarial Networks(GAN) 11- Applıcatıons of Bıg Data Analytıcs ın Healthcare: Insıghts from Medıcal Tourism 12- Data Management and Integration 13- Revolutionizing Medical Care: The Role of Metaverse and NFTs in Modern Healthcare 14- The Future of XAI and Digital Transformation in Healthcare 15- Ensuring Patient Autonomy and Informed Decision-Making in AI-Driven Healthcare
