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Applications of big data in healthcare, 


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Цена: 22065.00р.
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Название:  Applications of big data in healthcare
ISBN: 9780128202036
Издательство: Elsevier Science
Классификация:
ISBN-10: 0128202033
Обложка/Формат: Paperback
Страницы: 310
Вес: 0.45 кг.
Дата издания: 01.02.2021
Язык: English
Размер: 23.50 x 19.05 x 1.65 cm
Подзаголовок: Theory and practice
Ссылка на Издательство: Link
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Поставляется из: Европейский союз
Описание:

Applications of Big Data in Healthcare: Theory and Practice begins with the basics of Big Data analysis and introduces the tools, processes and procedures associated with Big Data analytics. The book unites healthcare with Big Data analysis and uses the advantages of the latter to solve the problems faced by the former. The authors present the challenges faced by the healthcare industry, including capturing, storing, searching, sharing and analyzing data. This book illustrates the challenges in the applications of Big Data and suggests ways to overcome them, with a primary emphasis on data repositories, challenges, and concepts for data scientists, engineers and clinicians.

The applications of Big Data have grown tremendously within the past few years and its growth can not only be attributed to its competence to handle large data streams but also to its abilities to find insights from complex, noisy, heterogeneous, longitudinal and voluminous data. The main objectives of Big Data in the healthcare sector is to come up with ways to provide personalized healthcare to patients by taking into account the enormous amounts of already existing data.




Soft robots for healthcare applications

Автор: Zhang, Mingming Meng, Wei
Название: Soft robots for healthcare applications
ISBN: 1785613111 ISBN-13(EAN): 9781785613111
Издательство: Неизвестно
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Цена: 25749.00 р.
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Описание: This book presents novel applications of mechatronics to provide better clinical rehabilitation services and new insights into emerging technologies utilized in soft robots for healthcare, and is essential reading for researchers and students working in these and related fields.

Applications of Intelligent Technologies in Healthcare

Автор: Khan
Название: Applications of Intelligent Technologies in Healthcare
ISBN: 3319961381 ISBN-13(EAN): 9783319961385
Издательство: Springer
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Цена: 6986.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book covers topics related to medical practices from communications technology point of view. The book provides detailed inside information about the use of health informatics and emerging technologies for the well-being of patients. Each chapter in this book focuses on a specific development in the use of informatics in healthcare. In general, each chapter uses various emerging technologies such as Internet of Things (IoT), Big Data, Cloud computing, Wireless Body Area Networks (WBAN), for various health-related illness, such as tuberculosis, heart diseases, asthma and various epidemic outbreaks. The book is intended both for communications engineers with a healthcare focus and medical researchers.

Technological Advancements in Biomedicine for Healthcare Applications

Автор: Jinglong Wu
Название: Technological Advancements in Biomedicine for Healthcare Applications
ISBN: 1466621966 ISBN-13(EAN): 9781466621961
Издательство: Mare Nostrum (Eurospan)
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Цена: 35759.00 р.
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Описание: Technology continues to play a major role in all aspects of society, particularly healthcare. Advancements such as biomedical image processing, technology in rehabilitation, and biomedical robotics for healthcare have aided in significant strides in the biomedical engineering research field.

Wireless Technologies for Ambient Assisted Living and Healthcare: Systems and Applications

Автор: Athina A. Lazakidou, Konstantinos M. Siassiakos, Konstantinos Ioannou
Название: Wireless Technologies for Ambient Assisted Living and Healthcare: Systems and Applications
ISBN: 1615208054 ISBN-13(EAN): 9781615208050
Издательство: Mare Nostrum (Eurospan)
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Цена: 35759.00 р.
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Описание: Presents a compendium of terms, definitions, and explanations of concepts and processes within the area of AAL. This book focuses on innovative wireless solutions for smart home environments, which contribute to independent living and quality of life for disabled and elderly individuals, as they rely less on caretakers and more on technology.

Biomedical Engineering and Cognitive Neuroscience for Healthcare: Interdisciplinary Applications

Автор: Jinglong Wu
Название: Biomedical Engineering and Cognitive Neuroscience for Healthcare: Interdisciplinary Applications
ISBN: 1466621133 ISBN-13(EAN): 9781466621138
Издательство: Mare Nostrum (Eurospan)
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Цена: 35759.00 р.
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Описание: Brings together researchers and practitioners, including medical doctors and health professionals, to provide an overview of the studies of cognitive neuroscience and biomedical engineering for healthcare. This book aims to be a reference for researchers in the related field aiming to bring benefits to their own research.

Biomedical Engineering and its Applications in Healthcare

Автор: Paul
Название: Biomedical Engineering and its Applications in Healthcare
ISBN: 9811337047 ISBN-13(EAN): 9789811337048
Издательство: Springer
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Цена: 22359.00 р.
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Описание: This book illustrates the significance of biomedical engineering in modern healthcare systems. Biomedical engineering plays an important role in a range of areas, from diagnosis and analysis to treatment and recovery and has entered the public consciousness through the proliferation of implantable medical devices, such as pacemakers and artificial hips, as well as the more futuristic technologies such as stem cell engineering and 3-D printing of biological organs. Starting with an introduction to biomedical engineering, the book then discusses various tools and techniques for medical diagnostics and treatment and recent advances. It also provides comprehensive and integrated information on rehabilitation engineering, including the design of artificial body parts, and the underlying principles, and standards. It also presents a conceptual framework to clarify the relationship between ethical policies in medical practice and philosophical moral reasoning. Lastly, the book highlights a number of challenges associated with modern healthcare technologies.

Computational Intelligence And Its Applications In Healthcare

Автор: Johri, Prashant
Название: Computational Intelligence And Its Applications In Healthcare
ISBN: 0128206047 ISBN-13(EAN): 9780128206041
Издательство: Elsevier Science
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Цена: 22401.00 р.
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Описание:

Computational intelligence is the study of the design of intelligent agents. An intelligent agent is a system that acts intelligently - it does what it thinks appropriate for its circumstances and its goal, it is flexible to changing environments and changing goals, it learns from experience, and it makes appropriate choices given perceptual limitations and finite computation. Computational intelligence paradigms offer many advantages in maintaining and enhancing the field of healthcare. Computational Intelligence and Its Applications in Healthcare presents rapidly growing application areas of computational intelligence to healthcare systems, including intelligent synthetic characters, man-machine interface, menu generators, analysis of user acceptance, pictures archiving and communication systems.

Biomedical Engineering and Its Applications in Healthcare

Автор: Paul Sudip
Название: Biomedical Engineering and Its Applications in Healthcare
ISBN: 9811505691 ISBN-13(EAN): 9789811505690
Издательство: Springer
Рейтинг:
Цена: 22359.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book illustrates the significance of biomedical engineering in modern healthcare systems. Biomedical engineering plays an important role in a range of areas, from diagnosis and analysis to treatment and recovery and has entered the public consciousness through the proliferation of implantable medical devices, such as pacemakers and artificial hips, as well as the more futuristic technologies such as stem cell engineering and 3-D printing of biological organs. Starting with an introduction to biomedical engineering, the book then discusses various tools and techniques for medical diagnostics and treatment and recent advances. It also provides comprehensive and integrated information on rehabilitation engineering, including the design of artificial body parts, and the underlying principles, and standards. It also presents a conceptual framework to clarify the relationship between ethical policies in medical practice and philosophical moral reasoning. Lastly, the book highlights a number of challenges associated with modern healthcare technologies.

Big Data Analytics for Intelligent Healthcare Management

Автор: Dey, Nilanjan
Название: Big Data Analytics for Intelligent Healthcare Management
ISBN: 012818146X ISBN-13(EAN): 9780128181461
Издательство: Elsevier Science
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Цена: 19875.00 р.
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Описание:

Big Data Analytics for Intelligent Healthcare Management covers both the theory and application of hardware platforms and architectures, the development of software methods, techniques and tools, applications and governance, and adoption strategies for the use of big data in healthcare and clinical research. The book provides the latest research findings on the use of big data analytics with statistical and machine learning techniques that analyze huge amounts of real-time healthcare data.

  • Examines the methodology and requirements for development of big data architecture, big data modeling, big data as a service, big data analytics, and more
  • Discusses big data applications for intelligent healthcare management, such as revenue management and pricing, predictive analytics/forecasting, big data integration for medical data, algorithms and techniques, etc.
  • Covers the development of big data tools, such as data, web and text mining, data mining, optimization, machine learning, cloud in big data with Hadoop, big data in IoT, and more
Intelligent Data Sensing and Processing for Health and Well-being Applications

Автор: Ovando, Miguel Antonio Wister
Название: Intelligent Data Sensing and Processing for Health and Well-being Applications
ISBN: 0128121300 ISBN-13(EAN): 9780128121306
Издательство: Elsevier Science
Рейтинг:
Цена: 16835.00 р.
Наличие на складе: Поставка под заказ.

Описание: Intelligent Data Sensing and Processing for Health and Well-being Applications uniquely combines full exploration of the latest technologies for sensor-collected intelligence with detailed coverage of real-case applications for healthcare and well-being at home and in the workplace. Forward-thinking in its approach, the book presents concepts and technologies needed for the implementation of today's mobile, pervasive and ubiquitous systems, and for tomorrow’s IoT and cyber-physical systems. Users will find a detailed overview of the fundamental concepts of gathering, processing and analyzing data from devices disseminated in the environment, as well as the latest proposals for collecting, processing and abstraction of data-sets. . In addition, the book addresses algorithms, methods and technologies for diagnosis and informed decision-making for healthcare and well-being. Topics include emotional interface with ambient intelligence and emerging applications in detection and diagnosis of neurological diseases. Finally, the book explores the trends and challenges in an array of areas, such as applications for intelligent monitoring in the workplace for well-being, acquiring data traffic in cities to improve the assistance of first aiders, and applications for supporting the elderly at home.

Computational Learning Approaches To Data Analytics In Biomedical Applications

Автор: Al-Jabery, Khalid
Название: Computational Learning Approaches To Data Analytics In Biomedical Applications
ISBN: 0128144823 ISBN-13(EAN): 9780128144824
Издательство: Elsevier Science
Рейтинг:
Цена: 19875.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание:

Computational Learning Approaches to Data Analytics in Biomedical Applications provides a unified framework for biomedical data analysis using varied machine learning and statistical techniques. It presents insights on biomedical data processing, innovative clustering algorithms and techniques, and connections between statistical analysis and clustering. The book introduces and discusses the major problems relating to data analytics, provides a review of influential and state-of-the-art learning algorithms for biomedical applications, reviews cluster validity indices and how to select the appropriate index, and includes an overview of statistical methods that can be applied to increase confidence in the clustering framework and analysis of the results obtained.

Big Data: Conceptual Analysis and Applications

Автор: Michael Z. Zgurovsky; Yuriy P. Zaychenko
Название: Big Data: Conceptual Analysis and Applications
ISBN: 3030142973 ISBN-13(EAN): 9783030142971
Издательство: Springer
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Цена: 18167.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: The book is devoted to the analysis of big data in order to extract from these data hidden patterns necessary for making decisions about the rational behavior of complex systems with the different nature that generate this data. To solve these problems, a group of new methods and tools is used, based on the self-organization of computational processes, the use of crisp and fuzzy cluster analysis methods, hybrid neural-fuzzy networks, and others. The book solves various practical problems. In particular, for the tasks of 3D image recognition and automatic speech recognition large-scale neural networks with applications for Deep Learning systems were used. Application of hybrid neuro-fuzzy networks for analyzing stock markets was presented. The analysis of big historical, economic and physical data revealed the hidden Fibonacci pattern about the course of systemic world conflicts and their connection with the Kondratieff big economic cycles and the Schwabe–Wolf solar activity cycles. The book is useful for system analysts and practitioners working with complex systems in various spheres of human activity.


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