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Deep Learning in Healthcare, Yen-Wei Chen; Lakhmi C. Jain


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Цена: 22359.00р.
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Автор: Yen-Wei Chen; Lakhmi C. Jain   (Чан Йен-Вей)
Название:  Deep Learning in Healthcare
Перевод названия: Чан Йен-Вей: Глубокое обучение в здравоохранении
ISBN: 9783030326050
Издательство: Springer
Классификация:


ISBN-10: 3030326055
Обложка/Формат: Hardcover
Страницы: 218
Вес: 0.52 кг.
Дата издания: 2020
Серия: Intelligent Systems Reference Library
Язык: English
Издание: 1st ed. 2020
Иллюстрации: 90 illustrations, color; 24 illustrations, black and white; xiv, 216 p. 114 illus., 90 illus. in color.
Размер: 234 x 156 x 14
Читательская аудитория: Professional & vocational
Основная тема: Engineering
Подзаголовок: Paradigms and Applications
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This book provides a comprehensive overview of deep learning (DL) in medical and healthcare applications, including the fundamentals and current advances in medical image analysis, state-of-the-art DL methods for medical image analysis and real-world, deep learning-based clinical computer-aided diagnosis systems.Deep learning (DL) is one of the key techniques of artificial intelligence (AI) and today plays an important role in numerous academic and industrial areas. DL involves using a neural network with many layers (deep structure) between input and output, and its main advantage of is that it can automatically learn data-driven, highly representative and hierarchical features and perform feature extraction and classification on one network. DL can be used to model or simulate an intelligent system or process using annotated training data.Recently, DL has become widely used in medical applications, such as anatomic modelling, tumour detection, disease classification, computer-aided diagnosis and surgical planning. This book is intended for computer science and engineering students and researchers, medical professionals and anyone interested using DL techniques.
Дополнительное описание: Medical Image Detection Using Deep Learning.- Medical Image Segmentation Using Deep Learning.- Medical Image Classification Using Deep Learning.



How to Read a Paper: The Basics of Evidence–based Medicine and Healthcare

Автор: Trisha Greenhalgh
Название: How to Read a Paper: The Basics of Evidence–based Medicine and Healthcare
ISBN: 111948474X ISBN-13(EAN): 9781119484745
Издательство: Wiley
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Цена: 5536.00 р.
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Описание:

Required reading in many medical and healthcare institutions, How to Read a Paper is a clear and wide-ranging introduction to evidence-based medicine and healthcare, helping readers to understand its central principles, critically evaluate published data, and implement the results in practical settings. Author Trisha Greenhalgh guides readers through each fundamental step of inquiry, from searching the literature to assessing methodological quality and appraising statistics.

How to Read a Paper addresses the common criticisms of evidence-based healthcare, dispelling many of its myths and misconceptions, while providing a pragmatic framework for testing the validity of healthcare literature. Now in its sixth edition, this informative text includes new and expanded discussions of study bias, political interference in published reports, medical statistics, big data and more.

  • Offers user-friendly guidance on evidence-based healthcare that is applicable to both experienced and novice readers
  • Authored by an internationally recognised practitioner and researcher in evidence-based healthcare and primary care
  • Includes updated references, additional figures, improved checklists and more

How to Read a Paper is an ideal resource for healthcare students, practitioners and anyone seeking an accessible introduction to evidence-based healthcare.

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
Mobilizing Knowledge in Healthcare

Автор: Swan, Jacky; Newell, Sue; Nicolini, Davide
Название: Mobilizing Knowledge in Healthcare
ISBN: 0198738234 ISBN-13(EAN): 9780198738237
Издательство: Oxford Academ
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Цена: 14890.00 р.
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Описание: The divide between research and practice is one of the biggest challenges to healthcare improvement globally. This book aims to build a research-led, empirically-grounded, state of the art review of how knowledge is mobilized in healthcare settings and the critical challenges involved.

Healthcare Knowledge Management

Автор: Bali
Название: Healthcare Knowledge Management
ISBN: 1441922121 ISBN-13(EAN): 9781441922120
Издательство: Springer
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Цена: 18167.00 р.
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Описание: This unique text is a practical guide to managing and developing Healthcare Knowledge Management (KM) that is underpinned by theory and research. Designed to demystify the KM process and demonstrate its applicability, this text offers contemporary and clinically-relevant lessons for future organizational implementations.

Optimizing Health: Improving the Value of Healthcare Delivery

Автор: Porzsolt
Название: Optimizing Health: Improving the Value of Healthcare Delivery
ISBN: 1441941576 ISBN-13(EAN): 9781441941572
Издательство: Springer
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Цена: 13275.00 р.
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Описание: This book brings together the best thinking from both sides of the Atlantic to explore the issues surrounding soaring health care costs. It employs disciplinary perspectives to explore various ways that value for patients have and can be determined.

Information Technology Solutions for Healthcare

Автор: Zielinski
Название: Information Technology Solutions for Healthcare
ISBN: 1849969876 ISBN-13(EAN): 9781849969871
Издательство: Springer
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Цена: 15372.00 р.
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Описание: Chapter 1, Evolution of IT-enhanced Healthcare: from Telemedicine to e-Health, introduces the concept of telemedicine, including definitions and requirements of telemedical systems. The evolution of contemporary telemedical systems and challenges faced by future technologies are also shown. Additionally, this chapter reviews speciality-specific applications, including formal and legal aspects of telemedicine as well as its acceptance among users. An important item is the cost/benefit analysis of telemedical services. Chapter 2, Access Technologies in Telecare, overviews access telecommunication technologies. Basic requirements for such communications are considered, both in the hospital-to-patient scenario and the hospital-to-hospital scenario. The available and emerging solutions are also briefly presented. Chapter 3, Internet Technologies in Medical Systems, presents the requirements and architectures of Internet-based medical systems, with focus on Internet telemedical services, Web services and portal technologies. The next-generation point-of-care information systems are also described and the shift in the methodology associated with medical systems to suit new software architectures is analyzed. As a case study, the TELEDICOM system for collaborative teleradiology is presented. Chapter 4, Security and safety of Telemedical Systems, describes the requirements related to this important area, analyzing them in the context of legal acts affecting the security of e-medical systems. Subsequently, security system architecture modelling and techniques for securing e-medical systems are described. Chapter 5, Wireless systems in e-Health, focuses on modern wireless technologies. Security aspects and wireless interference issues are discussed. Wireless hospital and telecare applications are also described and the requirements for mobile access from PDA devices to medical databases are considered in more detail. As a case study, a wireless emergency system is presented. Chapter 6, Relevance of Terminological Standards and Services in Telemedicine, describes medical terminology standardization on several levels of granularity and overviews existing classifications and momenclatures. As a case study, this chapter presents the TOSCA Project dedicated to establishing a common terminology. Chapter 7, Electronic Health Records, describes the progress in constructing a common set of data structures contained in medical records and reports on the main standardization efforts in this area. The Electronic Patient Record has fundamental significance for the implementation of medical information systems and telemedical applications. Chapter 8, Decision Support Systems in Medicine, covers knowledge-based and expert systems which support physicians in making medical decisions by providing interactive tools. A classification of such systems is presented and their internal structures and architectures are evaluated. Several classes of expert systems are described and compared. Chapter 9, Health Telematics Networks, briefly describes the requirements and architecture of telematics networks and the organizational models for such networks. It also overviewes e-health network services available over the Internet. Chapter 10, IT Applications for Remote Testing of Hearing, presents innovative telemedical systems for sensory self-diagnostics over the Internet. The preconditions and structures of successful nationwide programs based on these systems are also described. Chapter 11, Model of chronic care enabled with information technology, defines the scope of the problem, describing Web-based and telemonitoring solutions as the most commonly used technologies in the area. Subsequently,

Advanced Computational Intelligence Paradigms in Healthcare - 3

Автор: Margarita Sordo; Sachin Vaidya
Название: Advanced Computational Intelligence Paradigms in Healthcare - 3
ISBN: 3642096441 ISBN-13(EAN): 9783642096440
Издательство: Springer
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Цена: 23757.00 р.
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Описание: This volume details the latest state-of-the-art research on computational intelligence paradigms in healthcare in the intelligent agent environment. The book presents seven chapters selected from the rapidly growing application areas of computational intelligence to healthcare systems.

Ontology Engineering Applications in Healthcare and Workforce Management Systems

Автор: David E Forbes; Pornpit Wongthongtham; Chamonix Te
Название: Ontology Engineering Applications in Healthcare and Workforce Management Systems
ISBN: 3319650114 ISBN-13(EAN): 9783319650111
Издательство: Springer
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Цена: 18167.00 р.
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Описание:

Looking beyond the communications technology horizon and projecting future competency-specific employment demand, this book presents an evaluation of desirable information systems enhancements by integrating two disparate-domain computer ontologies. It provides readers a fresh solutions approach based on dynamic modeling and methodological contributions to philosophical and assistive communications system development in healthcare, addressing the need for both demand intelligence and practical work environment support.
The pace of change in redefining occupation-specific employee resourcing needs is unrelenting and continues to accelerate. And the exponential growth in the demand for healthcare service delivery is correspondingly daunting. As such, the public and private sectors are faced with the challenge of sustaining credible relevant demand intelligence and recruitment practices, while integration, expansion and enrichment of ostensibly unconnected ontologies represent key R&D issues.
Respect

Автор: Garwood-Gowers
Название: Respect
ISBN: 0754679640 ISBN-13(EAN): 9780754679646
Издательство: Taylor&Francis
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Цена: 22202.00 р.
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Описание: Medical use of the human being can be described as the phenomenon of employing medical means to make use of humans individually and as a species. However, scholarly discourse has only tackled it in a fragmented way rather than as a whole. This book adroitly fills the gap.

Blockchain in healthcare

Автор: Dhillon, Vikram Bass, John Hooper, Max Metcalf, David Cahana, Alex
Название: Blockchain in healthcare
ISBN: 0367031086 ISBN-13(EAN): 9780367031084
Издательство: Taylor&Francis
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Цена: 7654.00 р.
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Описание: After a brief introduction to bitcoin, blockchain and the protocols available, a getting-started guide is presented specific to health and healthcare. The authors discuss the complexities and possibilities of smart contracts and some of the early consortia that are exploring the possibilities.

Internet of things and personalized healthcare systems

Автор: Gurumoorthy, Sasikumar Krishna, P. Venkata Obaidat, Mohammad S.
Название: Internet of things and personalized healthcare systems
ISBN: 9811308659 ISBN-13(EAN): 9789811308659
Издательство: Springer
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Цена: 7685.00 р.
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Описание: This book highlights the issues and challenges in personalised healthcare systems. The individual chapters address different aspects of such systems, including the novel Internet of Things (IoT) system architectures in healthcare and emerging e-health based IoT applications. Moreover, the book investigates the impact of cutting-edge innovations on the IoT.


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