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  • Pioneering Smart Healthcare 5.0 with IoT, Federated Learning, and Cloud Security

    The Healthcare sector is experiencing a mindset change with the advent of Healthcare 5.0, bringing forth improved patient care and system efficiency. However, this transformation poses significant challenges. The growing digitization of healthcare systems raises concerns about the security and privacy of patient data, making seamless data sharing and collaboration increasingly complex tasks. ... Leer más

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  • Federated Learning and AI for Healthcare 5.0

    The Healthcare sector is experiencing a change in thinking with the advent of Healthcare 5.0, bringing forth improved patient care and system efficiency. However, this transformation poses significant challenges. The growing digitization of healthcare systems raises concerns about the security and privacy of patient data, making seamless data sharing and collaboration increasingly complex tasks. ... Leer más

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  • Edge-AI in Healthcare

    Trends and Future Perspectives

    Series series Edge AI in Future Computing
    The book provides comprehensive research ideas about Edge-AI technology that can assist doctors in making better data-driven decisions. It provides insights for improving the healthcare industry by examining future trends, simplifying decision making and investigating structured and unstructured data.Edge-AI in Healthcare: Trends and Future Perspective is more than a comprehensive introduction to ... Leer más

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  • Federated Learning for Digital Healthcare Systems

    de Fatos Xhafa ...
    Series series Intelligent Data-Centric Systems
    Federated Learning for Digital Healthcare Systems critically examines the key factors that contribute to the problem of applying machine learning in healthcare systems and investigates how federated learning can be employed to address the problem. The book discusses, examines, and compares the applications of federated learning solutions in emerging digital healthcare systems, providing a critical ... Leer más

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  • Contemporary Applications of Data Fusion for Advanced Healthcare Informatics

    Blockchain and artificial intelligence (AI) techniques play a crucial role in dealing with large amounts of heterogeneous, multi-scale, and multi-modal data coming from the internet of things (IoT) infrastructures. Therefore, further discussion on how the fusion of blockchain, IoT, and AI allows the design of models, mathematical models, methodologies, algorithms, evaluation benchmarks, and tools ... Leer más

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  • Blockchain and Digital Twin for Smart Hospitals

    Edición de Tuan Anh Nguyen ...
    Blockchain and Digital Twins for Smart Healthcare describes the role of blockchain and digital twins in smart healthcare, covering the ecosystem of the Internet of Medical Things, how data can be gathered using a sensor network, which is securely stored, updated, and managed with blockchain for efficient and private medical data exchange. Medical data is collected real-time from devices and ... Leer más

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  • Federated Learning and Privacy-Preserving in Healthcare AI

    The use of artificial intelligence (AI) in data-driven medicine has revolutionized healthcare, presenting practitioners with unprecedented tools for diagnosis and personalized therapy. However, this progress comes with a critical concern: the security and privacy of sensitive patient data. As healthcare increasingly leans on AI, the need for robust solutions to safeguard patient information has ... Leer más

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  • Federated Deep Learning for Healthcare

    A Practical Guide with Challenges and Opportunities

    Series series Advances in Smart Healthcare Technologies
    This book provides a practical guide to federated deep learning for healthcare including fundamental concepts, framework, and the applications comprising domain adaptation, model distillation, and transfer learning. It covers concerns in model fairness, data bias, regulatory compliance, and ethical dilemmas. It investigates several privacy-preserving methods such as homomorphic encryption, secure ... Leer más

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  • IoT and ML for Information Management: A Smart Healthcare Perspective

    Edición de Suyel Namasudra ...
    Series series Intelligent Technologies and Robotics (R0)
    This book discusses the roles of the Internet of Things (IoT) and machine learning (ML) in smart health care, including the integration of cloud computing with IoT and ML for managing healthcare data. It presents the fundamentals and many applications of IoT and ML in different areas of smart health care. It deliberates upon security and privacy issues, including trust concerns about smart ... Leer más

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  • Healthcare Industry Assessment: Analyzing Risks, Security, and Reliability

    Series series Intelligent Technologies and Robotics (R0)
    This book caters to a wide range of readers, including professionals in the healthcare and IT sectors, as well as security practitioners. This resource provides valuable perspectives on the risks and difficulties currently faced by the healthcare industry and presents practical recommendations for effectively managing these risks and enhancing security and reliability. This book is beneficial for ... Leer más

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  • Digital Twins for Sustainable Healthcare in the Metaverse

    Digital transformation has brought about both unprecedented opportunities and complex challenges in the landscape of healthcare. As healthcare systems strive to meet the growing demands of an aging population and rising healthcare costs, they are confronted with issues of inefficiency, fragmented care delivery, and limited access to quality services. Moreover, the global COVID-19 pandemic has ... Leer más

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  • Blockchain with Artificial Intelligence for Healthcare

    A synergistic approach

    Series series IOP Series in Next Generation Computing
    Blockchain and AI are novel and potentially disruptive innovations in healthcare sector. This book reviews the technologies and benefits offered by AI and blockchain in particular, and the integration of both in modern biomedical research. Following an introduction to AI and blockchain, it discusses fundamental details and application of blockchain in healthcare and the potential bring offered by ... Leer más

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