Generative Artificial Intelligence In Healthcare
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Generative Artificial Intelligence In Healthcare
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Author : Rajendra Kumar
language : en
Publisher: CRC Press
Release Date : 2025-07-29
Generative Artificial Intelligence In Healthcare written by Rajendra Kumar and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-29 with Computers categories.
Generative artificial intelligence (AI) is a transformative force in smart healthcare. It can produce contents virtually indistinguishable from human-created material, with the power to redefine healthcare and revolutionize how medical science interacts with technology. This book presents the potential applications and benefits of generative AI in healthcare and discusses its execution challenges and ethical aspects. Generative Artificial Intelligence in Healthcare: Current Practices and Future Development starts by reviewing the past and then discussing the present of generative AI-based systems and the potential challenges the future might bring. It then highlights the integration of generative AI with IoT and blockchain technologies along with offering case studies. The book explores how to integrate augmented and virtual reality into generative AI-based healthcare and covers the development of an effective machine algorithm for generative AI-based healthcare, as well as the design and implementation of generative adversarial networks (GANs) in healthcare systems. Discussions about data security and ergonomic design for healthcare products are also included in the book. This book will provide a platform for the past, present, and future of generative AI and will help researchers and healthcare practitioners generate more robust solutions.
Artificial Intelligence In Healthcare
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Author : Xianghua Xie
language : en
Publisher: Springer Nature
Release Date : 2024-08-14
Artificial Intelligence In Healthcare written by Xianghua Xie and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-14 with Computers categories.
The two-volume set LNCS 14975 + 14976 constitutes the proceedings of the First International Conference on Artificial Intelligence in Healthcare, AIiH 2024, which took place in Swansea, UK, in September 2024. The 47 full papers included in the proceedings were carefully reviewed and selected from 70 submissions. They were organized in the following topical sections: Part I: Personalised Healthcare and Medicine; AI driven early diagnosis and prevention; AI driven robotics for healthcare; AI in mental health; Part II: AI in proactive care and intervention; AI-aided medical imaging and analysis; Medical signal and image processing; Assisted living technology; Digital twinning, virtual pathology and oncology; Patient data, privacy and ethics.
A Comprehensive Guide To Gen Ai In Healthcare Transformation 2025
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Author : Lakshman Kumar Jamili, Dr. Rahul Kumar
language : en
Publisher: YASHITA PRAKASHAN PRIVATE LIMITED
Release Date :
A Comprehensive Guide To Gen Ai In Healthcare Transformation 2025 written by Lakshman Kumar Jamili, Dr. Rahul Kumar and has been published by YASHITA PRAKASHAN PRIVATE LIMITED this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.
brink of a technological revolution, driven by the rapid advancements in artificial intelligence. Among the most groundbreaking innovations is Generative AI (Gen AI), a powerful subset of AI that is transforming diagnostics, personalized medicine, clinical workflows, and patient engagement. By leveraging deep learning models, Gen AI is not only enhancing decision-making for healthcare professionals but also improving outcomes, reducing costs, and optimizing operational efficiency. This book, A Comprehensive Guide to Gen AI in Healthcare Transformation, explores how generative AI is reshaping every facet of healthcare. From AI-assisted drug discovery and predictive analytics to automated documentation and virtual health assistants, we delve into the practical applications, benefits, and challenges of this emerging technology. Beyond its technical capabilities, Gen AI also raises critical ethical, regulatory, and privacy concerns. As healthcare institutions adopt AI-driven solutions, questions about data security, bias mitigation, and regulatory compliance become more pressing. This book provides a balanced perspective, addressing both the immense potential and the responsibilities that come with integrating AI into healthcare systems. Our goal is to equip healthcare professionals, researchers, policymakers, and technology leaders with the knowledge and insights needed to harness Gen AI effectively. Whether you are exploring AI’s role in medical research or seeking ways to implement AI-driven solutions in clinical practice, this book serves as a comprehensive guide to navigating the future of healthcare innovation. The transformation is already underway. The question is no longer if AI will redefine healthcare but howwe can maximize its impact responsibly and effectively. Authors
Advances In Artificial Intelligence For Healthcare Applications
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Author : Anoop V.S
language : en
Publisher: CRC Press
Release Date : 2025-06-09
Advances In Artificial Intelligence For Healthcare Applications written by Anoop V.S and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-09 with Technology & Engineering categories.
Advances in Artificial Intelligence for Healthcare Applications comprehensively covers the theoretical foundations, applications, and research potential of artificial intelligence in the healthcare domain. Features: Discusses advanced concepts such as biomedical large language models, and natural language processing applications Covers machine vision applications for robotics in healthcare, challenges, and trends in rehabilitation devices in healthcare, and robotic interactions and control for wearable devices Presents the Internet of Things-based disease monitoring systems, Internet of nano-things for healthcare applications, and wearable Medical Internet of Things devices for accessible healthcare services Explains the use of artificial intelligence in bone and brain imaging, molecular imaging using artificial intelligence, and medical image segmentation Illustrates the importance of using generative artificial intelligence for clinical documentation, and medical imaging applications using generative artificial intelligence The text is primarily written for senior undergraduates, graduate students, and academic researchers in the fields of electrical engineering, electronics and communications engineering, computer science and engineering, and biomedical engineering.
Revolutionizing Healthcare 5 0 The Power Of Generative Ai
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Author : Pronaya Bhattacharya
language : en
Publisher: Springer Nature
Release Date : 2025-02-18
Revolutionizing Healthcare 5 0 The Power Of Generative Ai written by Pronaya Bhattacharya and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-18 with Technology & Engineering categories.
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.
Explainable And Responsible Artificial Intelligence In Healthcare
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Author : Rishabha Malviya
language : en
Publisher: John Wiley & Sons
Release Date : 2025-04-01
Explainable And Responsible Artificial Intelligence In Healthcare written by Rishabha Malviya and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-01 with Computers categories.
This book presents the fundamentals of explainable artificial intelligence (XAI) and responsible artificial intelligence (RAI), discussing their potential to enhance diagnosis, treatment, and patient outcomes. This book explores the transformative potential of explainable artificial intelligence (XAI) and responsible AI (RAI) in healthcare. It provides a roadmap for navigating the complexities of healthcare-based AI while prioritizing patient safety and well-being. The content is structured to highlight topics on smart health systems, neuroscience, diagnostic imaging, and telehealth. The book emphasizes personalized treatment and improved patient outcomes in various medical fields. In addition, this book discusses osteoporosis risk, neurological treatment, and bone metastases. Each chapter provides a distinct viewpoint on how XAI and RAI approaches can help healthcare practitioners increase diagnosis accuracy, optimize treatment plans, and improve patient outcomes. Readers will find the book: explains recent XAI and RAI breakthroughs in the healthcare system; discusses essential architecture with computational advances ranging from medical imaging to disease diagnosis; covers the latest developments and applications of XAI and RAI-based disease management applications; demonstrates how XAI and RAI can be utilized in healthcare and what problems the technology faces in the future. Audience The main audience for this book is targeted to scientists, healthcare professionals, biomedical industries, hospital management, engineers, and IT professionals interested in using AI to improve human health.
Applications Of Artificial Intelligence In Healthcare Technology
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Author : Vandana
language : en
Publisher: Xoffencerpublication
Release Date : 2023-11-30
Applications Of Artificial Intelligence In Healthcare Technology written by Vandana and has been published by Xoffencerpublication this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-11-30 with Computers categories.
Artificial intelligence the process of creating robots that are supposed to understand and act in a way that is comparable to that of humans is referred to as "artificial intelligence" (ai), which is an abbreviation for the phrase. In order to do tasks that would ordinarily need the brain of a human being, it is necessary to develop computer programs and algorithms that are capable of performing such tasks. The tasks of visual perception, speech recognition, decision-making, and language translation are some examples of the activities that fall under this category. There is a wide range of applications for artificial intelligence, consisting of anything from virtual personal assistants to self-driving autos, and it has the potential to change a number of different industries. In order to properly understand what we mean when we talk about intelligence, it is necessary to first have a firm grip of the concept of intelligence. Some possible definitions of intelligence include the following: having the ability to learn new things and overcome obstacles as they arise. This particular meaning is taken from webster's dictionary, which you are now perusing. The most common answer that one expects hearing is "to make computers intelligent so that they can act intelligently!" however, the question that has to be posed is, to what degree should computers be intelligent as a result of this? Which criteria are used in the assessment of intelligence? As clever as human beings are. The term "intelligent" would be fair to use when referring to computers if they were able to solve problems that arise in the real world by gaining knowledge from their own experiences and developing themselves. Because of this, artificial intelligence systems are broader (rather than specific), they have the capacity to "think," and they are more adaptive.
Generative Artificial Intelligence Ai Approaches For Industrial Applications
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Author : Narasimha Rao Vajjhala
language : en
Publisher: Springer Nature
Release Date : 2025-02-03
Generative Artificial Intelligence Ai Approaches For Industrial Applications written by Narasimha Rao Vajjhala and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-03 with Computers categories.
"Generative Artificial Intelligence (AI) Approaches for Industrial Applications" explores the transformative potential of Generative AI technologies across various industries. With contributions from international scholars and experts, this book provides a comprehensive overview of the latest trends, mathematical foundations, and practical applications of Generative AI models. Key sections examine the fundamental concepts of Generative AI, including Generative Adversarial Networks (GANs) and their ethical and security considerations. Special attention is given to the revolutionary impact of Generative AI in healthcare technologies, clinical decision-making, and predictive maintenance within the manufacturing sector. Additionally, the role of Generative AI in FinTech, particularly in redefining business models and enhancing digital security, is thoroughly examined. This book features cutting-edge research on text summarization, age progression using GANs, and integrating AI with regulatory practices. This book is a vital resource for academics, professionals, and practitioners bridging the gap between theoretical AI frameworks and their real-world industrial applications, offering insights into how Generative AI is shaping the future of industries worldwide.
Revolutionizing Medical Systems Using Artificial Intelligence
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Author : Ashish Kumar
language : en
Publisher: Elsevier
Release Date : 2025-01-31
Revolutionizing Medical Systems Using Artificial Intelligence written by Ashish Kumar and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-31 with Science categories.
Revolutionizing Medical Systems using Artificial Intelligence: A Breakthrough in Healthcare provides an overview of various machine learning and deep learning techniques, addressing the needs of patients and the necessity for medical aid at early stages of disease. The book reviews, analyzes, and compares the different methodologies utilized for the prediction and detection of diseases. In addition, it explores the possible deployment of these advancements in medical systems, from paper to practice. With the advent of technology, tele consultation, telemedicine, and mobile health care, it is now possible to provide continuous monitoring of the health of patients.This title fulfills the needs of connected healthcare systems, providing insights into the role of Artificial Intelligence in the prognosis, diagnosis, and analysis of several diseases. It will be a valuable resource for health professionals, scientists and researchers, health practitioners, students, and all those who wish to broaden their knowledge in the challenging field of artificial intelligence in medical systems and diseases. - Provides a wide range of coverage for various prediction and segmentation algorithms that are based on machine learning and deep learning technology - Covers various predictive and segmentation algorithms exploited by various medical personnel to improve the accuracy of treatment to the patients - Highlights improvements in quality and efficiency of medical decision-making in the early detection of critical diseases using AI
Ai In Healthcare Empowering Doctors And Administrators
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Author : Abdul Gafur Mundoli
language : en
Publisher: Notion Press
Release Date : 2025-04-11
Ai In Healthcare Empowering Doctors And Administrators written by Abdul Gafur Mundoli and has been published by Notion Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-11 with Medical categories.
AI in Healthcare: Empowering Doctors and Administrators In this book, discover how artificial intelligence is transforming the healthcare landscape. From streamlining administrative tasks to enhancing patient care and diagnosis, AI is reshaping how medical professionals work and deliver treatment. Whether you're a doctor looking to harness AI for better patient outcomes or an administrator seeking innovative solutions for operational efficiency, this book offers practical insights and realworld examples. Empower yourself with the knowledge to navigate the future of healthcare, where technology and human expertise combine to revolutionize the industry.