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Secure Big-Data Analytics for Emerging Healthcare in 5G and Beyond
This edited book covers current and emerging frameworks, architectures, and solutions for secure big data analytics for the healthcare industry. The book covers the challenges of deploying security-based healthcare analytics for massive BDA applications, through smart optimized network communication infrastructures and AI-driven models.
Transformative Approaches to Patient Literacy and Healthcare Innovation
The disconnect between technology and traditional practices poses a significant challenge. Many healthcare professionals and individuals struggle to navigate the influx of emerging technologies, hindering the full realization of their potential in revolutionizing health literacy and medical practice. The lack of cohesive understanding and integration of technologies like mobile applications, wearable devices, artificial intelligence, and telemedicine impedes the seamless delivery of healthcare services and obstructs individuals from actively managing their health. Transformative Approaches to Patient Literacy and Healthcare Innovation offers a comprehensive solution to bridge the gap between...
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 become more pressing than ever. Federated Learning and Privacy-Preserving in Healthcare AI emerges as the definitive solution to balancing medical progress with patient data security. This carefully curated volume not only outlines the challenges of federated learning but also provides a roadmap for i...
Federated Learning for Internet of Medical Things
This book intends to present emerging Federated Learning (FL)-based architectures, frameworks, and models in Internet of Medical Things (IoMT) applications. It intends to build on the basics of the healthcare industry, the current data sharing requirements, and security and privacy issues in medical data sharing. Once IoMT is presented, the book shifts towards the proposal of privacy-preservation in IoMT, and explains how FL presents a viable solution to these challenges. The claims are supported through lucid illustrations, tables, and examples that present effective and secured FL schemes, simulations, and practical discussion on use-case scenarios in a simple manner. The book intends to c...
Next Generation of Internet of Things
This book includes selected papers from the International Conference on Next Generation of Internet of Things (ICNGIoT 2022), organized by Department of Computer Science and Engineering, School of Engineering, GIET University, Gunupur, Odisha, India, during February 3–4, 2022. The book covers topics such as IoT network design and architecture, IoT network virtualization, IoT sensors, privacy and security for IoT, SMART environment, social networks, data science and data analytics, cognitive intelligence and augmented intelligence, and case studies and applications.
Federated Learning and AI for Healthcare 5.0
The Healthcare sector is evolving with Healthcare 5.0, promising better patient care and efficiency. However, challenges like data security and analysis arise due to increased digitization. Federated Learning and AI for Healthcare 5.0 offers solutions, explaining cloud computing's role in managing data and advocating for security measures. It explores federated learning's use in maintaining data privacy during analysis, presenting practical cases for implementation. The book also addresses emerging tech like quantum computing and blockchain-based services, envisioning an innovative Healthcare 5.0. It empowers healthcare professionals, IT experts, and data scientists to leverage these technologies for improved patient care and system efficiency, making Healthcare 5.0 secure and patient centric.
Inventive Communication and Computational Technologies
This book gathers selected papers presented at the 7th International Conference on Inventive Communication and Computational Technologies conference (ICICCT 2023), held on May 22–23, 2023, at Gnanamani College of Technology, Tamil Nadu, India. The book covers the topics such as Internet of things, social networks, mobile communications, big data analytics, bio-inspired computing and cloud computing. The book is exclusively intended for academics and practitioners working to resolve practical issues in this area.
Perspectives on Social and Material Fractures in Care
The COVID-19 pandemic functioned as a stark illuminator, exposing the deep-seated cracks in social and material support for those in caregiving roles. Despite the resilience of care workers and essential personnel, the lack of robust connections and infrastructure became apparent, impacting these individuals but resonating across the broader public. The pandemic laid bare the lengths people must go to care for others and the urgent need for interconnectedness and support within caregiving realms. Perspectives on Social and Material Fractures in Care offers a multi-disciplinary exploration of care, drawing on existing theoretical frameworks, empirical research, and personal stories. By naviga...
Emerging Technologies for Health Literacy and Medical Practice
Emerging Technologies for Health Literacy and Medical Practice unveils a transformative revolution brought about by emerging technologies, setting the stage for a paradigmatic shift from reactive medical interventions to proactive preventive measures. This transition has not only redefined the doctor-patient relationship but has also placed patients at the helm of their health management, actively engaged in informed decision-making. The book, a collective effort by experts across diverse disciplines, stands as an authoritative compendium delving into the profound implications of cutting-edge technologies in healthcare. From the tantalizing realm of artificial intelligence powering diagnosti...
Modern Tools and Techniques to Understand Microbes
This book provides essential molecular techniques and protocols for analyzing microbes that are useful for developing novel bio-chemicals, such as medicines, biofuels, and plant protection substances. The topics and techniques covered include: microbial diversity and composition; microorganisms in the food industry; mass cultivation of sebacinales; host-microbe interaction; targeted gene disruption; function-based metagenomics to reveal the rhizosphere microbiome; mycotoxin biosynthetic pathways; legume-rhizobium symbioses; multidrug transporters of yeast; drug-resistant bacteria; the fungal endophyte piriformospora indica; medicinal plants; arbuscular mycorrhizal fungi; biosurfactants in microbial enhanced oil recovery; and biocontrol of the soybean cyst nematode with root endophytic fungi; as well as microbe-mediated drought tolerance in plants.
