Leveraging Data Science For Global Health
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Leveraging Data Science For Global Health
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Author : Leo Anthony Celi
language : en
Publisher: Springer Nature
Release Date : 2020-07-31
Leveraging Data Science For Global Health written by Leo Anthony Celi and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-07-31 with Medical categories.
This open access book explores ways to leverage information technology and machine learning to combat disease and promote health, especially in resource-constrained settings. It focuses on digital disease surveillance through the application of machine learning to non-traditional data sources. Developing countries are uniquely prone to large-scale emerging infectious disease outbreaks due to disruption of ecosystems, civil unrest, and poor healthcare infrastructure – and without comprehensive surveillance, delays in outbreak identification, resource deployment, and case management can be catastrophic. In combination with context-informed analytics, students will learn how non-traditional digital disease data sources – including news media, social media, Google Trends, and Google Street View – can fill critical knowledge gaps and help inform on-the-ground decision-making when formal surveillance systems are insufficient.
Data Science With Semantic Technologies
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Author : Archana Patel
language : en
Publisher: John Wiley & Sons
Release Date : 2022-10-26
Data Science With Semantic Technologies written by Archana Patel 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 2022-10-26 with Computers categories.
DATA SCIENCE WITH SEMANTIC TECHNOLOGIES This book will serve as an important guide toward applications of data science with semantic technologies for the upcoming generation and thus becomes a unique resource for scholars, researchers, professionals, and practitioners in this field. To create intelligence in data science, it becomes necessary to utilize semantic technologies which allow machine-readable representation of data. This intelligence uniquely identifies and connects data with common business terms, and it also enables users to communicate with data. Instead of structuring the data, semantic technologies help users to understand the meaning of the data by using the concepts of semantics, ontology, OWL, linked data, and knowledge-graphs. These technologies help organizations to understand all the stored data, adding the value in it, and enabling insights that were not available before. As data is the most important asset for any organization, it is essential to apply semantic technologies in data science to fulfill the need of any organization. Data Science with Semantic Technologies provides a roadmap for the deployment of semantic technologies in the field of data science. Moreover, it highlights how data science enables the user to create intelligence through these technologies by exploring the opportunities and eradicating the challenges in the current and future time frame. In addition, this book provides answers to various questions like: Can semantic technologies be able to facilitate data science? Which type of data science problems can be tackled by semantic technologies? How can data scientists benefit from these technologies? What is knowledge data science? How does knowledge data science relate to other domains? What is the role of semantic technologies in data science? What is the current progress and future of data science with semantic technologies? Which types of problems require the immediate attention of researchers? Audience Researchers in the fields of data science, semantic technologies, artificial intelligence, big data, and other related domains, as well as industry professionals, software engineers/scientists, and project managers who are developing the software for data science. Students across the globe will get the basic and advanced knowledge on the current state and potential future of data science.
Leveraging Data Science For Global Health
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Author : Leo Anthony Celi
language : en
Publisher: Springer
Release Date : 2020-09-18
Leveraging Data Science For Global Health written by Leo Anthony Celi and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-09-18 with Medical categories.
This open access book explores ways to leverage information technology and machine learning to combat disease and promote health, especially in resource-constrained settings. It focuses on digital disease surveillance through the application of machine learning to non-traditional data sources. Developing countries are uniquely prone to large-scale emerging infectious disease outbreaks due to disruption of ecosystems, civil unrest, and poor healthcare infrastructure – and without comprehensive surveillance, delays in outbreak identification, resource deployment, and case management can be catastrophic. In combination with context-informed analytics, students will learn how non-traditional digital disease data sources – including news media, social media, Google Trends, and Google Street View – can fill critical knowledge gaps and help inform on-the-ground decision-making when formal surveillance systems are insufficient.
Global Cardiac Surgery Capacity Development In Low And Middle Income Countries
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Author : Jacques Kpodonu
language : en
Publisher: Springer Nature
Release Date : 2021-11-22
Global Cardiac Surgery Capacity Development In Low And Middle Income Countries written by Jacques Kpodonu and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-22 with Medical categories.
This book provides a focused resource on how cardiac surgery capacity can be developed and how it assists in the sustainable development and strengthening of associated health systems. Background is provided on the extent of the problems that are experienced in many nations with suggestions for how suitable frameworks can be developed to improve cardiac healthcare provision. Relevant aspects of governance, financial modelling and disease surveillance are all covered. Guidance is also given on how to found and nurture cardiac surgery curriculum and residency programs. Global Cardiac Surgery Capacity Development in Low and Middle Income Countries provides a practically applicable resource on how to treat cardiac patients with limited resources. It identifies the key challenges and presents strategies on how these can be managed, therefore making it a critical tool for those involved in this field.
Proceedings Of The International Conference On Applications Of Machine Intelligence And Data Analytics Icamida 2022
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Author : Sharvari Tamane
language : en
Publisher: Springer Nature
Release Date : 2023-05-01
Proceedings Of The International Conference On Applications Of Machine Intelligence And Data Analytics Icamida 2022 written by Sharvari Tamane and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-05-01 with Computers categories.
This is an open access book. As on date, huge volumes of data are being generated through sensors, satellites, and simulators. Modern research on data analytics and its applications reveal that several algorithms are being designed and developed to process these datasets, either through the use of sequential and parallel processes. In the current scenario of Industry 4.0, data analytics, artificial intelligence and machine learning are being used to support decisions in space and time. Further, the availability of Graphical Processing Units (GPUs) and Tensor Processing Units (TPUs) have enabled to processing of these datasets. Some of the applications of Artificial Intelligence, Machine Learning and Data Analytics are in the domains of Agriculture, Climate Change, Disaster Prediction, Automation in Manufacturing, Intelligent Transportation Systems, Health Care, Retail, Stock Market, Fashion Design, etc. The international conference on Applications of Machine Intelligence and Data Analytics aims to bring together faculty members, researchers, scientists, and industry people on a common platform to exchange ideas, algorithms, knowledge based on processing hardware and their respective application programming interfaces (APIs).
Data Guided Healthcare Decision Making
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Author : Ramalingam Shanmugam
language : en
Publisher: Cambridge University Press
Release Date : 2023-06-22
Data Guided Healthcare Decision Making written by Ramalingam Shanmugam and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-22 with Medical categories.
How does data evidence matter in decision-making in healthcare? How do you implement and maintain cost effective healthcare operations? Do decision trees help to sharpen decision making? This book will answer these questions, demystifying the many questions by clearly showing how to analyse data and how to interpret the results – vital skills for anyone who will go on to work in health administration in hospitals, clinics, pharmaceutical or insurance industries. Written by an expert in health and medical informatics, this book introduces readers to the fundamentals of operational decision making by illustrating the ideas and tools to reach optimal healthcare, drawing on numerous healthcare data sets from multiple sources. Aimed at an audience of graduate students and lecturers in Healthcare Administration and Business Administration courses and heavily illustrated throughout, this book includes up-to-date concepts, new methodologies and interpretations using widely available software: Excel, Microsoft Mathematics, MathSolver and JASP.
Mechatronic Futures
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Author : Peter Hehenberger
language : en
Publisher: Springer Nature
Release Date : 2025-06-23
Mechatronic Futures written by Peter Hehenberger and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-23 with Technology & Engineering categories.
This book, a new and revised edition of “Mechatronic Futures”, sets out to identify and discuss the key issues likely to impact on the design and implementation of future mechatronic systems. In doing so, it offers a comprehensive overview of the challenges, risks and options that define the future of mechatronics and provides insights into how these issues are currently being assessed and managed. The book aims to support mechatronics practitioners in identifying key areas in design, modelling and technology and to place these in the wider context of concepts such as cyber-physical systems, Digital Twins and the Internet of Things and alongside issues such as privacy, security and sustainability. For educators, it considers the potential effects of developments in these areas on mechatronic course design, and ways of integrating these. Written by experts in the field, it explores topics including systems integration, design, modelling, privacy, ethics, lifecycle monitoring, sustainability and other potential future application domains. This new edition contains many new chapters as well as updated and revised chapters from the previous edition, and takes into account how recent significant developments in artificial intelligence and cyber-security are changing how current mechatronic systems are designed, manufactured, operated, used and potentially recycled. Highlighting novel innovations and directions, the book is intended for academics, engineers, managers, researchers and students working in the field of mechatronics, particularly those developing new concepts, methods and ideas.
Digital Health
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Author : Homero Rivas
language : en
Publisher: Springer Nature
Release Date : 2023-02-13
Digital Health written by Homero Rivas and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-02-13 with Medical categories.
This extensively updated second edition describes the increasing use of digital health technologies. It reflects and describes the scenario that healthcare consumers and providers have realized the potential of digital health technologies in light of the recent global healthcare issues, such as the COVID-19 pandemic. Smartphones have become a medical hub through which patients can connect with their medical practitioners and share their vital signs collected through wearables. Concurrently, consumer mobile health apps have shifted from providing generic functionalities to supporting specific diseases such as hypertension, diabetes and cancer. Advancements in digital healthcare have also assisted clinicians, who have relied on artificial intelligence-based applications to support their decision-making. The extent to which digital health has advanced, and is being used by medical professionals and patients, is at the core of this book. Digital Health: From Assumptions to Implementations addresses the emerging trends and enabling tools contributing to technological advances in 21st Century healthcare practice. These areas include generic topics such as mobile health and telemedicine, as well as specific concepts such as social media for health, wearables and quantified-self trends. Also covered are the psychological models leveraged in the design of solutions to persuade us to follow some recommended actions, the design and educational facets of the proposed innovations, as well as ethics, privacy, security and liability aspects influencing its acceptance. Furthermore, sections on economic aspects of the proposed innovations are included, analyzing the potential business models and entrepreneurship opportunities in the domain.
Consumer And Innovations In E Health Services
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Author : Anna Dąbrowska
language : en
Publisher: CRC Press
Release Date : 2025-02-11
Consumer And Innovations In E Health Services written by Anna Dąbrowska and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-11 with Business & Economics categories.
Innovations in e-health can significantly enhance healthcare accessibility, efficiency and patient safety. The advancements, such as telemedicine and electronic health records, facilitate remote access to healthcare services, reducing geographical barriers and addressing the urgent needs of patients. Moreover, they enable healthcare providers to deliver more personalized and accurate healthcare services thanks to integrating technologies like artificial intelligence. Ehealth optimizes healthcare costs, addresses current, pressing needs of individuals, communities and societies and adapts to the changing landscape of healthcare, making it a crucial and highly relevant topic in today’s world. This book discusses critical aspects associated with the implementation of technological innovations in the e-health market. The authors have identified the technological innovations introduced in the e-health sector during the last decade of the twenty- first century and explored how patients are adapting to and managing these technological advancements. The authors conducted research in four selected European countries: Poland, Finland, Estonia and Spain, with a focus on understanding the extent to which these new technological solutions have been embraced by demand- side actors, that is, recipients/users of e-health services. The resulting book aims to address the following questions: What barriers do new technological solutions encounter in their implementation? Do the e-health services and solutions contribute to improving health and extending life expectancy in individual European countries? The book offers a comprehensive overview of innovations in digital health services, concentrating on this sector as evaluated by the institutions responsible for their functioning and the development of the supply side of e-health services. Additionally, the book provides an in- depth analysis of patients’ attitudes toward technological advancements in medical services, focusing on their interaction with digital healthcare solutions and assessing the willingness of e-patients to incorporate cutting-edge e-health services into their health- related behaviors. Finally, the book presents an analysis and assessment of using technological solutions to enhance the efficiency and effectiveness of the healthcare system in Europe. It provides practical insights and a comprehensive view of innovations and e-services in healthcare, catering to a diverse audience, including practitioners and managers of healthcare entities, patients, tech start- ups, researchers and students.
Mathematical Modeling And Simulation Of Systems
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Author : Volodymyr Kazymyr
language : en
Publisher: Springer Nature
Release Date : 2024-09-06
Mathematical Modeling And Simulation Of Systems written by Volodymyr Kazymyr and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-06 with Mathematics categories.
Modern complex multi-domain systems require increased efficiency, reliability and availability combined with reduced cost. This book contains papers on mathematical modeling and simulation of processes in various areas: in ecology and the environment, production and energy, information technology, samples of special purpose equipment, and cyber-physical systems. The outcomes presented in the book will be useful to specialists involved in the modeling and simulation of real-world system, management and decision-making models, production models, and software products. Scientists have the opportunity to familiarize themselves with the latest research in a variety of solutions proposed by leading scientists and to determine promising directions for solving complex scientific and practical tasks. Chapters of this book contain papers presented at the 18th MODS International Conference, November 13–15, 2023, Chernihiv, Ukraine.