Handbook Of Research On Data Science For Effective Healthcare Practice And Administration
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Handbook Of Research On Data Science For Effective Healthcare Practice And Administration
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Author : Noughabi, Elham Akhond Zadeh
language : en
Publisher: IGI Global
Release Date : 2017-07-20
Handbook Of Research On Data Science For Effective Healthcare Practice And Administration written by Noughabi, Elham Akhond Zadeh and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-07-20 with Computers categories.
Data science has always been an effective way of extracting knowledge and insights from information in various forms. One industry that can utilize the benefits from the advances in data science is the healthcare field. The Handbook of Research on Data Science for Effective Healthcare Practice and Administration is a critical reference source that overviews the state of data analysis as it relates to current practices in the health sciences field. Covering innovative topics such as linear programming, simulation modeling, network theory, and predictive analytics, this publication is recommended for all healthcare professionals, graduate students, engineers, and researchers that are seeking to expand their knowledge of efficient techniques for information analysis in the healthcare professions.
Handbook Of Research On Data Science For Effective Healthcare Practice And Administration
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Author : Elham Akhond Zadeh Noughabi
language : en
Publisher: Medical Information Science Reference
Release Date : 2017
Handbook Of Research On Data Science For Effective Healthcare Practice And Administration written by Elham Akhond Zadeh Noughabi and has been published by Medical Information Science Reference this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017 with Computers categories.
Data science has always been an effective way of extracting knowledge and insights from information in various forms. One industry that can utilize the benefits from the advances in data science is the healthcare field. The Handbook of Research on Data Science for Effective Healthcare Practice and Administration is a critical reference source that overviews the state of data analysis as it relates to current practices in the health sciences field. Covering innovative topics such as linear programming, simulation modeling, network theory, and predictive analytics, this publication is recommended for all healthcare professionals, graduate students, engineers, and researchers that are seeking to expand their knowledge of efficient techniques for information analysis in the healthcare professions.
Modeling A New Computer Framework For Managing Healthcare Organizations
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Author : Soraia Oueida
language : en
Publisher: CRC Press
Release Date : 2020-08-27
Modeling A New Computer Framework For Managing Healthcare Organizations written by Soraia Oueida and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-08-27 with Medical categories.
The medical sector has been growing exponentially over the last decade and healthcare services are becoming more complex and costly. In order to continue efficiently and effectively managing patient safety, quality, and the effectiveness of the healthcare systems, new methodologies are needed. This book provides a platform to address this growing need and to improve practice. With the introduction of a new computer platform package for the management of medical organizations and healthcare systems, Modeling a New Computer Framework for Managing Healthcare Organizations aims to improve management techniques and increase overall satisfaction scores of patients, owners, and medical resources. The platform outlined will improve the daily operation of a healthcare system, focusing on the emergency department, and can be used to study the operation flow of a unit for performance optimization. It offers a user-friendly interface and proposed programming language, along with a visual and simple practice to collect and understand statistical outputs. Essential reading for decision makers on different levels in the healthcare organization hierarchy, this book can also be used by management to improve the performance of the organization and decision makers to hire resources, enhance workflows or both. It guides designers and system implementers in a step-by-step approach to make optimal decisions for resource allocation and helps designers and management to detect deficiencies in ongoing processes and fix or enhance them. Soraia Oueida is an instructor in the Department of Computer Engineering at the American University of the Middle East. She is an IEEE member and her research interests include Simulation Modeling, Discrete Mathematics, Petri Net, Workflows, Blockchain, IoT, Industrial Management Systems.
Methodologies Frameworks And Applications Of Machine Learning
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Author : Srivastava, Pramod Kumar
language : en
Publisher: IGI Global
Release Date : 2024-03-22
Methodologies Frameworks And Applications Of Machine Learning written by Srivastava, Pramod Kumar and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-22 with Computers categories.
Technology is constantly evolving, and machine learning is positioned to become a pivotal tool with the power to transform industries and revolutionize everyday life. This book underscores the urgency of leveraging the latest machine learning methodologies and theoretical advancements, all while harnessing a wealth of realistic data and affordable computational resources. Machine learning is no longer confined to theoretical domains; it is now a vital component in healthcare, manufacturing, education, finance, law enforcement, and marketing, ushering in an era of data-driven decision-making. Academic scholars seeking to unlock the potential of machine learning in the context of Industry 5.0 and advanced IoT applications will find that the groundbreaking book, Methodologies, Frameworks, and Applications of Machine Learning, introduces an unmissable opportunity to delve into the forefront of modern research and application. This book offers a wealth of knowledge and practical insights across a wide array of topics, ranging from conceptual frameworks and methodological approaches to the application of probability theory, statistical techniques, and machine learning in domains as diverse as e-government, healthcare, cyber-physical systems, and sustainable development, this comprehensive guide equips you with the tools to navigate the complexities of Industry 5.0 and the Internet of Things (IoT).
Multinational Electronic Health Records Interoperability Strategies
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Author : Carter, Sterling K.
language : en
Publisher: IGI Global
Release Date : 2024-02-29
Multinational Electronic Health Records Interoperability Strategies written by Carter, Sterling K. and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-02-29 with Medical categories.
Amidst the relentless tide of global health crises, a critical problem persists: the lack of a unified electronic health record (EHR) system capable of seamlessly tracking and containing the spread of infectious diseases across borders. The unchecked proliferation of diseases, including the rapid transmission of COVID-19 and the recurring threat of zoonotic infections, underscores the urgent need for a coordinated global response. This absence of interoperability hampers effective patient treatment and surveillance and exacerbates the potential for widespread outbreaks of Biosafety Level 4 (BSL-4) pathogens. Multinational Electronic Health Records Interoperability Strategies is a groundbreaking book, and a beacon of hope in the face of escalating health threats. It catalyzes international collaboration and strategic action by offering a comprehensive exploration into the feasibility and design of a multinational or globally interoperable EHR system. For academic scholars and global leaders, the imperative is clear: embrace this solution-oriented approach and champion the cause of a unified, interoperable EHR system as the cornerstone of our collective defense against the relentless march of infectious diseases.
Ranked Set Sampling Models And Methods
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Author : Bouza-Herrera, Carlos N.
language : en
Publisher: IGI Global
Release Date : 2021-08-06
Ranked Set Sampling Models And Methods written by Bouza-Herrera, Carlos N. and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-08-06 with Computers categories.
When it comes to data collection and analysis, ranked set sampling (RSS) continues to increasingly be the focus of methodological research. This type of sampling is an alternative to simple random sampling and can offer substantial improvements in precision and efficient estimation. There are different methods within RSS that can be further explored and discussed. On top of being efficient, RSS is cost-efficient and can be used in situations where sample units are difficult to obtain. With new results in modeling and applications, and a growing importance in theory and practice, it is essential for modeling to be further explored and developed through research. Ranked Set Sampling Models and Methods presents an innovative look at modeling survey sampling research and new models of RSS along with the future potentials of it. The book provides a panoramic view of the state of the art of RSS by presenting some previously known and new models. The chapters illustrate how the modeling is to be developed and how they improve the efficiency of the inferences. The chapters highlight topics such as bootstrap methods, fuzzy weight ranked set sampling method, item count technique, stratified ranked set sampling, and more. This book is essential for statisticians, social and natural science scientists, physicians and all the persons involved with the use of sampling theory in their research along with practitioners, researchers, academicians, and students interested in the latest models and methods for ranked set sampling.
Smart Devices Applications And Protocols For The Iot
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Author : Rodrigues, Joel J. P. C.
language : en
Publisher: IGI Global
Release Date : 2019-03-29
Smart Devices Applications And Protocols For The Iot written by Rodrigues, Joel J. P. C. and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-03-29 with Computers categories.
Advances in computing, communications, and control have bridged the physical components of reality and cyberspace leading to the smart internet of things (IoT). The notion of IoT has extraordinary significance for the future of several industrial domains. Hence, it is expected that the complexity in the design of IoT applications will continue to increase due to the integration of several cyber components with physical and industrial systems. As a result, several smart protocols and algorithms are needed to communicate and exchange data between IoT devices. Smart Devices, Applications, and Protocols for the IoT is a collection of innovative research that explores new methods and techniques for achieving reliable and efficient communication in recent applications including machine learning, network optimization, adaptive methods, and smart algorithms and protocols. While highlighting topics including artificial intelligence, sensor networks, and mobile network architectures, this book is ideally designed for IT specialists and consultants, software engineers, technology developers, academicians, researchers, and students seeking current research on up-to-date technologies in smart communications, protocols, and algorithms in IoT.
Sensor Network Methodologies For Smart Applications
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Author : Krit, Salahddine
language : en
Publisher: IGI Global
Release Date : 2020-06-26
Sensor Network Methodologies For Smart Applications written by Krit, Salahddine and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-06-26 with Computers categories.
Technologies in today’s society are rapidly developing at a pace that is challenging to stay up to date with. As an increasing number of global regions are implementing smart methods and strategies for sustainable development, they are continually searching for modern advancements within computer science, sensor networks, software engineering, and smart technologies. A compilation of research is needed that displays current applications of computing methodologies in the progression of global cities and how smart technologies are being utilized. Sensor Network Methodologies for Smart Applications is a collection of innovative research on the methods of intelligent systems and technologies and their various applications within sustainable development practices. While highlighting topics including machine learning, network security, and optimization algorithms, this book is ideally designed for researchers, scientists, developers, programmers, engineers, educators, policymakers, geographers, planners, and students seeking current research on smart technologies and sensor networks.
Innovative Solutions And Applications Of Web Services Technology
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Author : Zhang, Liang-Jie
language : en
Publisher: IGI Global
Release Date : 2018-10-19
Innovative Solutions And Applications Of Web Services Technology written by Zhang, Liang-Jie and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-10-19 with Computers categories.
With the development of Web 2.0 technologies, the internet has become a huge platform for information and data sharing. As such, web services provide an important foundation for branching technologies in end-user computing and applications. To make online technology more accessible for users, it is important to optimize web services to function properly or offer a personalized experience. Innovative Solutions and Applications of Web Services Technology is a collection of innovative research on the methods and applications of existing technologies for web service usability and accessibility. Highlighting a range of topics including business processes, cyber-physical systems, and recommendation accuracy, this book is ideally designed for IT professionals, researchers, graduate-level students, software developers, academicians, and computer engineers seeking current research on adapting online information and services to user needs.
Blockchain Applications In Iot Security
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Author : Patel, Harshita
language : en
Publisher: IGI Global
Release Date : 2020-09-18
Blockchain Applications In Iot Security written by Patel, Harshita and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-09-18 with Computers categories.
Like many other scientific innovations, scientists are looking to protect the internet of things (IoT) from unfortunate losses, theft, or misuse. As one of the current hot trends in the digital world, blockchain technology could be the solution for securing the IoT. Blockchain Applications in IoT Security presents research for understanding IoT-generated data security issues, existing security facilities and their limitations and future possibilities, and the role of blockchain technology. Featuring coverage on a broad range of topics such as cryptocurrency, remote monitoring, and smart computing, this book is ideally designed for security analysts, IT specialists, entrepreneurs, business professionals, academicians, researchers, students, and industry professionals seeking current studies on the limitations and possibilities behind competitive blockchain technologies.