Handbook Of Research On Mathematical Modeling For Smart Healthcare Systems

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Handbook of Research on Mathematical Modeling for Smart Healthcare Systems

Author : Samanta, Debabrata
Publisher : IGI Global
ISBN 13 : 1668445824
Total Pages : 503 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Handbook of Research on Mathematical Modeling for Smart Healthcare Systems by : Samanta, Debabrata

Download or read book Handbook of Research on Mathematical Modeling for Smart Healthcare Systems written by Samanta, Debabrata and published by IGI Global. This book was released on 2022-06-24 with total page 503 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in healthcare technologies have offered real-time guidance and technical assistance for diagnosis, monitoring, operation, and interventions. The development of artificial intelligence, machine learning, internet of things technology, and smart computing techniques are crucial in today’s healthcare environment as they provide frictionless and transparent financial transactions and improve the overall healthcare experience. This, in turn, has far-reaching effects on economic, psychological, educational, and organizational improvements in the way we work, teach, learn, and provide care. These advances must be studied further in order to ensure they are adapted and utilized appropriately. The Handbook of Research on Mathematical Modeling for Smart Healthcare Systems presents the latest research findings, ideas, innovations, developments, and applications in the field of modeling for healthcare systems. Furthermore, it presents the application of innovative techniques to complex problems in the case of healthcare. Covering a range of topics such as artificial intelligence, deep learning, and personalized healthcare services, this reference work is crucial for engineers, healthcare professionals, researchers, academicians, scholars, practitioners, instructors, and students.

Mathematical Modeling for Smart Healthcare Systems

Author : Debabrata Samanta
Publisher : Medical Information Science Reference
ISBN 13 : 9781668445808
Total Pages : pages
Book Rating : 4.4/5 (458 download)

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Book Synopsis Mathematical Modeling for Smart Healthcare Systems by : Debabrata Samanta

Download or read book Mathematical Modeling for Smart Healthcare Systems written by Debabrata Samanta and published by Medical Information Science Reference. This book was released on 2022 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: "As the market for Intelligent System technologies continue to grow in healthcare systems, this book recognizes the nature and manifestation of this environment, and develops a corresponding pathway to holistic Intelligent Computing methodology that helps to serve the healthcare system and increase the effectiveness as well as efficiency of health care providers"--

Handbook of Research on Data-Driven Mathematical Modeling in Smart Cities

Author : Pramanik, Sabyasachi
Publisher : IGI Global
ISBN 13 : 1668464101
Total Pages : 499 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Handbook of Research on Data-Driven Mathematical Modeling in Smart Cities by : Pramanik, Sabyasachi

Download or read book Handbook of Research on Data-Driven Mathematical Modeling in Smart Cities written by Pramanik, Sabyasachi and published by IGI Global. This book was released on 2023-02-17 with total page 499 pages. Available in PDF, EPUB and Kindle. Book excerpt: A smart city utilizes ICT technologies to improve the working effectiveness, share various data with the citizens, and enhance political assistance and societal wellbeing. The fundamental needs of a smart and sustainable city are utilizing smart technology for enhancing municipal activities, expanding monetary development, and improving citizens’ standards of living. The Handbook of Research on Data-Driven Mathematical Modeling in Smart Cities discusses new mathematical models in smart and sustainable cities using big data, visualization tools in mathematical modeling, machine learning-based mathematical modeling, and more. It further delves into privacy and ethics in data analysis. Covering topics such as deep learning, optimization-based data science, and smart city automation, this premier reference source is an excellent resource for mathematicians, statisticians, computer scientists, civil engineers, government officials, students and educators of higher education, librarians, researchers, and academicians.

Handbook of Research on Complexities, Management, and Governance in Healthcare

Author : Comite, Ubaldo
Publisher : IGI Global
ISBN 13 : 1668460459
Total Pages : 439 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Handbook of Research on Complexities, Management, and Governance in Healthcare by : Comite, Ubaldo

Download or read book Handbook of Research on Complexities, Management, and Governance in Healthcare written by Comite, Ubaldo and published by IGI Global. This book was released on 2022-10-14 with total page 439 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the years, the complexity of health systems has grown due to the continuous and constant introduction of new technologies—process, production, and organizational—which have increased the number of stakeholders involved, creating new relationships and new channels through which the various subjects interact. It is necessary to highlight the critical issues and opportunities relating to the innovation of the organization and governance of health services as well as the complementarity of management and leadership. The new health needs require a Copernican revolution in the organization of services: not only offering individual services but also effective permanent care of the patient within institutional and professional assistance networks and effective, efficient, and appropriate pathways. This requires that on an organizational and managerial level, the internal relationships between the branches of the healthcare companies must be reviewed and closer relationships built with the managing bodies of the social and welfare services. The Handbook of Research on Complexities, Management, and Governance in Healthcare proceeds with a reasoned reconstruction of healthcare issues through the problems connected to the complexities, management, and governance in healthcare in light of the recent COVID-19 pandemic. It discusses both the ethical side of health and the economic, organizational, and legal content. Covering topics such as healthcare innovation, taxation for public health, and waste disposal, this major reference work is a comprehensive resource for healthcare administration, directors, executive boards, lawyers, sociologists, government officials and policymakers, students and faculty of higher education, libraries, researchers, and academicians.

Handbook of Research on Current Trends in Cybersecurity and Educational Technology

Author : Jimenez, Remberto
Publisher : IGI Global
ISBN 13 : 1668460947
Total Pages : 508 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Handbook of Research on Current Trends in Cybersecurity and Educational Technology by : Jimenez, Remberto

Download or read book Handbook of Research on Current Trends in Cybersecurity and Educational Technology written by Jimenez, Remberto and published by IGI Global. This book was released on 2023-02-17 with total page 508 pages. Available in PDF, EPUB and Kindle. Book excerpt: There has been an increased use of technology in educational settings since the start of the COVID-19 pandemic. Despite the benefits of including such technologies to support education, there is still the need for vigilance to counter the inherent risk that comes with the use of such technologies as the protection of students and their information is paramount to the effective deployment of any technology in education. The Handbook of Research on Current Trends in Cybersecurity and Educational Technology explores the full spectrum of cybersecurity and educational technology today and brings awareness to the recent developments and use cases for emergent educational technology. Covering key topics such as artificial intelligence, gamification, robotics, and online learning, this premier reference source is ideal for computer scientists, industry professionals, policymakers, administrators, researchers, academicians, scholars, practitioners, instructors, and students.

Exploring the Convergence of Computer and Medical Science Through Cloud Healthcare

Author : Queirós, Ricardo
Publisher : IGI Global
ISBN 13 : 1668452618
Total Pages : 306 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Exploring the Convergence of Computer and Medical Science Through Cloud Healthcare by : Queirós, Ricardo

Download or read book Exploring the Convergence of Computer and Medical Science Through Cloud Healthcare written by Queirós, Ricardo and published by IGI Global. This book was released on 2022-09-09 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: Digital technologies are currently dramatically changing healthcare. Cloud healthcare is an increasingly trending topic in the field, converging skills from computer and health science. This new strategy fosters the management of health data at a large scale and makes it easier for healthcare organizations to improve patient experience and health team productivity while helping the support, security, compliance, and interoperability of health data. Exploring the Convergence of Computer and Medical Science Through Cloud Healthcare is a reference in the ongoing digital transformation of the healthcare sector. It presents a comprehensive state-of-the-art approach to cloud internet of things health technologies and practices. It provides insights over strategies, methodologies, techniques, tools, and services based on emerging cloud digital health solutions to overcome digital health challenges. Covering topics such as auxiliary systems, the internet of medical things, and natural language processing, this premier reference source is an essential resource for medical professionals, hospital administrators, medical students, medical professors, libraries, researchers, and academicians.

Emerging Engineering Technologies and Industrial Applications

Author : El Kacimi, Younes
Publisher : IGI Global
ISBN 13 :
Total Pages : 453 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Emerging Engineering Technologies and Industrial Applications by : El Kacimi, Younes

Download or read book Emerging Engineering Technologies and Industrial Applications written by El Kacimi, Younes and published by IGI Global. This book was released on 2024-05-06 with total page 453 pages. Available in PDF, EPUB and Kindle. Book excerpt: Engineers have long been architects of progress, erecting massive buildings that touch the skies and designing technologies that redefine realms of known possibility. In this era of rapid change, keeping pace with innovation is the main challenge. Emerging Engineering Technologies and Industrial Applications is a comprehensive research book that delves deep into the heart of a relentless technological revolution within modern industry. From the limitless potential of the Internet of Things (IoT) to the cognitive wonders of Artificial Intelligence (AI), from the microscopic marvels of Nanotechnology to the precision and agility of Robotics, and from the revolutionary advancements in 3D Printing to the transformative capabilities of blockchain, this book explores emerging technologies. This book is an indispensable resource for professionals and researchers working in the field of emerging engineering technologies and their industrial applications. It caters to a diverse range of disciplines, including computer science and information technology, environmental, agricultural, and physical sciences, medical, healthcare, and life sciences, as well as science and engineering, and anyone seeking to navigate the current technological progress in the 21st century.

Green AI-Powered Intelligent Systems for Disease Prognosis

Author : Khanna, Ashish
Publisher : IGI Global
ISBN 13 :
Total Pages : 418 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Green AI-Powered Intelligent Systems for Disease Prognosis by : Khanna, Ashish

Download or read book Green AI-Powered Intelligent Systems for Disease Prognosis written by Khanna, Ashish and published by IGI Global. This book was released on 2024-08-23 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: Experts in Medicine are under new pressures of advancing their studies while also reducing the impact they leave on the environment. Researchers within the fields of bio-neuro informatics, healthcare, engineering, and medical sciences require a dynamic platform that bridges the realms of academia, science, industry, and innovation. Green AI-Powered Intelligent Systems for Disease Prognosis facilitates a crossroads for a diverse audience interested in these two seldom coalesced concepts. Academicians, scientists, researchers, professionals, decision-makers, and even aspiring scholars all find a space to contribute, collaborate, and learn within the platform that this book provides. The book's thematic coverage is unequivocally compelling; by exploring the intersections of bio-neuro informatics, healthcare, engineering, and medical sciences, it captures the spirit of interdisciplinary research. It delves into well-established domains while also casting a spotlight on emerging trends that have the potential to reshape our understanding of these fields. Two prominent tracks form the backbone of the book's content. The first covers the Bioinformatics and Data Mining of Biological Data (BiDMBD), and unravels the intricacies of biomedical computation, signal analysis, clinical decision support, and health data mining. This approach holds a treasure trove of insights into the mechanisms of health data acquisition, clinical informatics, and the representation of healthcare knowledge. The second covers Biomedical Informatics and is a symposium of computational modeling, genomics, and proteomics. Here, the fusion of data science with medical sciences takes center stage.

Biomedical Research Developments for Improved Healthcare

Author : Prabhakar, Pranav Kumar
Publisher : IGI Global
ISBN 13 :
Total Pages : 411 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Biomedical Research Developments for Improved Healthcare by : Prabhakar, Pranav Kumar

Download or read book Biomedical Research Developments for Improved Healthcare written by Prabhakar, Pranav Kumar and published by IGI Global. This book was released on 2024-03-04 with total page 411 pages. Available in PDF, EPUB and Kindle. Book excerpt: A chasm grows between the currently established knowledge and the rapidly evolving landscape of healthcare. As the field of biomedical research hurtles forward with groundbreaking discoveries and transformative technologies, academic scholars find themselves grappling with a significant dilemma. There exists a disconnect between traditional educational resources and the need to keep pace with the latest innovations that are reshaping medicine, diagnosis, and treatment. This widening gap inhibits scholars from adequately preparing their students and hampers their ability to engage in relevant, cutting-edge research, ultimately impeding the advancement of healthcare as a whole. Biomedical Research Developments for Improved Healthcare serves as the ultimate solution to this academic challenge. This book offers a compelling bridge between the realm of academic theory and the dynamic world of practical, real-world biomedical research. Its primary objective is to equip scholars with the knowledge, insights, and materials needed to inspire the next generation of healthcare professionals. By presenting a comprehensive overview of the most recent and groundbreaking advancements in biomedical research, the book enables scholars to transcend the limitations of traditional academia and empower their students with up-to-date, practical knowledge.

Innovations, Securities, and Case Studies Across Healthcare, Business, and Technology

Author : Burrell, Darrell Norman
Publisher : IGI Global
ISBN 13 :
Total Pages : 579 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Innovations, Securities, and Case Studies Across Healthcare, Business, and Technology by : Burrell, Darrell Norman

Download or read book Innovations, Securities, and Case Studies Across Healthcare, Business, and Technology written by Burrell, Darrell Norman and published by IGI Global. This book was released on 2024-01-15 with total page 579 pages. Available in PDF, EPUB and Kindle. Book excerpt: The longstanding practice of keeping academic disciplines separate has been a barrier to effectively addressing the complex challenges in our world. The boundaries separating fields like healthcare, social sciences, and technology have obscured the potential for interdisciplinary collaboration, preventing us from unlocking innovative solutions to the most pressing issues of our time. As a result, the critical problems we face, from healthcare inequities to technological advancements with ethical dilemmas, have remained largely unresolved. This fragmented approach to academic inquiry has left a void in our quest to tackle these challenges effectively. The solution is found within the pages of Innovations, Securities, and Case Studies Across Healthcare, Business, and Technology. This groundbreaking compendium illuminates the transformative potential of interdisciplinary collaboration, offering direction and support in the form of knowledge for scholars, researchers, practitioners, and students committed to solving real-world problems. By harnessing the collective wisdom of diverse disciplines, the book demonstrates how convergence across healthcare, social sciences, organizational behavior, and technology can lead to groundbreaking insights and solutions. It showcases success stories and innovative strategies that drive positive change within our societies, offering a roadmap towards a brighter, more interconnected future.

Future of AI in Medical Imaging

Author : Sharma, Avinash Kumar
Publisher : IGI Global
ISBN 13 :
Total Pages : 327 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Future of AI in Medical Imaging by : Sharma, Avinash Kumar

Download or read book Future of AI in Medical Imaging written by Sharma, Avinash Kumar and published by IGI Global. This book was released on 2024-03-11 with total page 327 pages. Available in PDF, EPUB and Kindle. Book excerpt: Academic scholars and professionals are currently grappling with hurdles in optimizing diagnostic processes, as traditional methodologies prove insufficient in managing the intricate and voluminous nature of medical data. The diverse range of imaging techniques, spanning from endoscopy to magnetic resonance imaging, necessitates a more unified and efficient approach. This complexity has created a pressing need for streamlined methodologies and innovative solutions. Academic scholars find themselves at the forefront of addressing these challenges, seeking ways to leverage AI's full potential in improving the accuracy of medical imaging diagnostics and, consequently, enhancing overall patient outcomes. Future of AI in Medical Imaging, stands as a solution to the challenges faced by academic scholars in the realm of medical imaging. The book lays a solid groundwork for understanding the complexities of medical imaging systems. Through an exploration of various imaging modalities, it not only addresses the current issues but also serves as a guide for scholars to navigate the landscape of AI-integrated medical diagnostics. This collaborative effort not only illuminates the existing hurdles of medical imaging but also looks towards a future where AI-driven diagnostics and personalized medicine become indispensable tools, significantly elevating patient outcomes.

Cases on Lean Thinking Applications in Unconventional Systems

Author : Satolo, Eduardo Guilherme
Publisher : IGI Global
ISBN 13 : 1668451875
Total Pages : 283 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Cases on Lean Thinking Applications in Unconventional Systems by : Satolo, Eduardo Guilherme

Download or read book Cases on Lean Thinking Applications in Unconventional Systems written by Satolo, Eduardo Guilherme and published by IGI Global. This book was released on 2022-10-14 with total page 283 pages. Available in PDF, EPUB and Kindle. Book excerpt: Lean thinking involves more than just eliminating waste; through its five guiding principles—value, value chain, continuous flow, pull production, and perfection—its successful applications are commonly found in the manufacturing sector. Although its application and benefits to companies is no longer contested, it is rare to find works that consolidate applications of lean thinking in sectors that are unconventional, such as healthcare and government. Cases on Lean Thinking Applications in Unconventional Systems allows readers to broaden their view on lean thinking applications and visualize insights for research. It presents case studies and applications of lean thinking within several different industries. Covering topics such as emergency care units, standardized work, and national humanization policy, this case book is an essential resource for engineers, hospital administrators, healthcare professionals, IT managers, government officials, students and faculty of higher education, researchers, and academicians.

The Role of Health Literacy in Major Healthcare Crises

Author : Papalois, Vassilios
Publisher : IGI Global
ISBN 13 : 1799896544
Total Pages : 347 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis The Role of Health Literacy in Major Healthcare Crises by : Papalois, Vassilios

Download or read book The Role of Health Literacy in Major Healthcare Crises written by Papalois, Vassilios and published by IGI Global. This book was released on 2024-02-22 with total page 347 pages. Available in PDF, EPUB and Kindle. Book excerpt: The COVID-19 pandemic clearly shows the vital role of accurate and reliable information in public health. Health literacy addresses not only patient needs but also the needs of the general population, who must not only comply with advice and instructions but also understand the severity of health crises and respond accordingly. A variety of crises imposed on healthcare systems constantly arise ranging from pandemics to natural catastrophes, terrorist attacks, and outbreaks of illnesses. In addition, there are crises within the healthcare systems, such as a lack of resources and an appropriate workforce. Crises in healthcare systems that are not efficiently dealt with may result in inefficiencies and inequalities in health provision. The Role of Health Literacy in Major Healthcare Crises examines the role of health literacy not only in informing the public but also in building a culture of cooperation between the healthcare systems and their users. The book also investigates the role of communication strategies and educational activities of multiple agencies at local, national, and global levels and explores ethical issues associated with healthcare crises and how they are negotiated in health campaigns. Covering key topics such as digital media, health information, and e-health, this premier reference source is ideal for healthcare professionals, nurses, policymakers, researchers, scholars, academicians, practitioners, instructors, and students.

Workplace Cyberbullying and Behavior in Health Professions

Author : Aslam, Muhammad Shahzad
Publisher : IGI Global
ISBN 13 :
Total Pages : 301 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Workplace Cyberbullying and Behavior in Health Professions by : Aslam, Muhammad Shahzad

Download or read book Workplace Cyberbullying and Behavior in Health Professions written by Aslam, Muhammad Shahzad and published by IGI Global. This book was released on 2024-01-10 with total page 301 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the modern healthcare system, a pervasive problem takes new shape as cyberbullying. Healthcare professionals, those dedicated to caring for the well-being of others, are increasingly falling victim to online harassment, intimidation, and harmful behavior. This corrosive issue disrupts team dynamics, undermines workplace culture, and poses severe psychological and emotional consequences for its targets. Academic scholars and healthcare decision-makers must grapple with the pressing need to address this burgeoning crisis. Workplace Cyberbullying and Behavior in Health Professions is a comprehensive and meticulously researched book that presents itself as the definitive solution to the ever-growing challenge of cyberbullying within healthcare. This book is aimed at postgraduate and post-doctorate researchers as well as policymakers, providing a solid foundation for understanding, addressing, and ultimately eliminating cyberbullying in healthcare environments.

The Lifelong Learning Journey of Health Professionals: Continuing Education and Professional Development

Author : Filipe, Helena Prior
Publisher : IGI Global
ISBN 13 : 1668467577
Total Pages : 305 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis The Lifelong Learning Journey of Health Professionals: Continuing Education and Professional Development by : Filipe, Helena Prior

Download or read book The Lifelong Learning Journey of Health Professionals: Continuing Education and Professional Development written by Filipe, Helena Prior and published by IGI Global. This book was released on 2024-03-06 with total page 305 pages. Available in PDF, EPUB and Kindle. Book excerpt: Health professionals grapple with a critical challenge: the traditional Continuous Medical Education (CME) model falls short of fostering the unique skills and self-directed learning required for a dynamic career. As medical practitioners navigate a world of new epidemiological models, technologies, and strategies, the need for a transformative solution becomes evident. The Lifelong Learning Journey of Health Professionals: Continuing Education and Professional Development is a book that not only identifies the limitations of existing education models but also provides a comprehensive solution for ushering in a new era of lifelong learning. This compelling book advocates for a paradigm shift towards Continuous Professional Development (CPD), a contemporary concept that embraces non-traditional learning formats. It dismantles the inadequacies of credit-based training by emphasizing the importance of self-direction and self-assessment for adult learners. From core principles for designing a robust CPD system to exploring successful models, alternative credentials, and the role of learning communities, the book offers a holistic approach to reshaping medical education.

Ubiquitous Computing and Technological Innovation for Universal Healthcare

Author : Suresh Kumar, Arumugam
Publisher : IGI Global
ISBN 13 :
Total Pages : 475 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Ubiquitous Computing and Technological Innovation for Universal Healthcare by : Suresh Kumar, Arumugam

Download or read book Ubiquitous Computing and Technological Innovation for Universal Healthcare written by Suresh Kumar, Arumugam and published by IGI Global. This book was released on 2024-08-06 with total page 475 pages. Available in PDF, EPUB and Kindle. Book excerpt: The current healthcare system faces complications including data acquisition, interpretation, and delivery challenges, particularly in out-of-hospital scenarios. The shortage of medical resources intensifies the demand for efficient information gathering and processing. Moreover, the potential of pervasive computing still needs to be explored in healthcare, limiting the industry's ability to leverage innovations like artificial intelligence, augmented reality, and virtual reality. Ubiquitous Computing and Technological Innovation for Universal Healthcare addresses the medical field's critical challenges. It presents innovative solutions grounded in the marriage of Unmanned Aerial Vehicles (UAV), pervasive computing, and metaverse intelligence. It outlines how these UAVs redefine out-of-hospital care, addressing the pressing need for efficient data collection and interpretation amid a global medical shortage. Integrating cognitive algorithms is explored to automate diagnosis and enhance healthcare systems' emergency responsiveness. The book revolves around developing and integrating treatment programs leveraging UAV communication. Topics such as artificial intelligence, telemedicine, blockchain, digital twins, augmented reality, and virtual reality are delved into for their role in creating intelligent healthcare systems. The focus on rapid identification of underlying health issues, real-time monitoring in the metaverse, and the economic, social, and environmental impact of these systems adds depth to the discourse. Structured as a vital resource for researchers, academicians, industry professionals, policy-makers, and system designers, this book bridges the gap between theory and application.

The Software Principles of Design for Data Modeling

Author : Samanta, Debabrata
Publisher : IGI Global
ISBN 13 : 1668498103
Total Pages : 342 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis The Software Principles of Design for Data Modeling by : Samanta, Debabrata

Download or read book The Software Principles of Design for Data Modeling written by Samanta, Debabrata and published by IGI Global. This book was released on 2023-09-12 with total page 342 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Software Principles of Design for Data Modeling, written by Debabrata Samanta of Rochester Institute of Technology in Kosovo, offers a practical and comprehensive solution to the challenges of designing effective software architecture for data modeling. This book covers key topics such as gathering requirements, modeling requirements with use cases, testing the system, building entity-relationship models, building class models in UML with patterns of data modeling and software quality attributes, and use case modeling. It also includes case studies of relational and object-relational database schema design. The unique approach of this book lies in its unifying method for designing software architecture for data modeling. It addresses specific design issues for various types of software systems, including object-oriented, client/server, service-oriented, component-based, real-time, and software product line architectures. With its practical guidance, standard method for modeling requirements and analysis, and comprehensive coverage of key topics and case studies, this book is a must-read for anyone interested in designing effective software architecture for data modeling, whether you are an academic scholar or a professional in the field.