Revolutionizing Healthcare 5.0: The Power of Generative AI (eBook)

Advancements in Patient Care Through Generative AI Algorithms

Pronaya Bhattacharya, Haipeng Liu, Pushan Kumar Dutta, Joel J. P. C. Rodrigues, Gautam Sethi (Herausgeber)

eBook Download: PDF

2025
476 Seiten
Springer Nature Switzerland (Verlag)
978-3-031-75771-6 (ISBN)

Infos

This book serves as a critical resource that bridges the gap between burgeoning technology and its practical implementation. The book starts with an in-depth exploration of healthcare 5.0 principles, laying the foundation for the reader to understand the current shifts in healthcare paradigms. Then, it dives into the intricacies of generative models in healthcare, detailing how these algorithms work and the applications they serve. The book further delves into the subsets of generative machine learning and deep learning techniques in healthcare. As we move towards more complex applications, the book takes a turn to address the critical subject of interpretability and explainability in generative models, a topic that resonates profoundly given the life-critical nature of medical decisions. Finally, the book concludes with a robust discussion on the security and privacy concerns that accompany the deployment of GAI in real healthcare settings. By offering a multidimensional viewpoint-coupled with case studies, statistical analyses, and expert insights-the book ensures that the reader is left with a nuanced understanding of how GAI can be both a boon and a challenge in healthcare. As such, the proposed book serves as an indispensable resource for healthcare professionals, data scientists, researchers, and anyone invested in the future of healthcare and AI.

 

Produkt-Details

• Erscheint lt. Verlag: 18.2.2025
• Reihe/Serie: Studies in Systems, Decision and Control
• Zusatzinfo: IX, 476 p. 165 illus., 131 illus. in color.
• Sprache: englisch
• Themenwelt: Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
• Themenwelt: Technik ► Bauwesen
• Schlagworte: AI drug discovery • Data analytics value-based care • Deep learning clinical applications • Digital Health Innovation • Generative AI in healthcare • Healthcare 5.0 AI transformation • Machine Learning in Medicine • Synthetic medical data
• ISBN-10: 3-031-75771-8 / 3031757718
• ISBN-13: 978-3-031-75771-6 / 9783031757716