Revolutionizing Healthcare 5.0: Advancements in Patient Care Through Generative AI Algorithms (Studies in Systems, Decision and Control #571)

By: Pronaya Bhattacharya and Haipeng Liu and Pushan Kumar Dutta and Joel J. P. C. Rodrigues and Gautam Sethi

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Synopsis: 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.

Book Quality:: Publisher Quality
ISBN-13:: 9783031757716
Related ISBNs:: 9783031757709
Publisher:: Springer Nature Switzerland
Date of Addition:: 03/22/25
Copyrighted By:: The Editor
Adult content:: No
Language:: English
Has Image Descriptions:: No
Categories:: Nonfiction, Science, Computers and Internet, Technology, Medicine
Submitted By:: Bookshare Staff
Usage Restrictions:: This is a copyrighted book.
Edited by:: Pronaya Bhattacharya
Edited by:: Haipeng Liu
Edited by:: Pushan Kumar Dutta
Edited by:: Joel J. Rodrigues
Edited by:: Gautam Sethi