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Transforming Healthcare with Big Data and AI, Alex Lui, Anna Farzinder, Mingboo Gong


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Автор: Alex Lui, Anna Farzinder, Mingboo Gong   (Алекс Луи)
Название:  Transforming Healthcare with Big Data and AI
Перевод названия: Алекс Луи: Преобразование здравоохранения с помощью больших данных и искусственного интеллекта
ISBN: 9781641138970
Издательство: Mare Nostrum (Eurospan)
Классификация:


ISBN-10: 1641138971
Обложка/Формат: Paperback
Страницы: 184
Вес: 0.27 кг.
Дата издания: 30.04.2020
Серия: New methods in the era of big data and ai
Язык: English
Размер: 234 x 156 x 24
Читательская аудитория: Professional and scholarly
Ключевые слова: Artificial intelligence,Health systems & services,Medicine: general issues, COMPUTERS / Intelligence (AI) & Semantics,COMPUTERS / Social Aspects / Human-Computer Interaction,MEDICAL / Health Care Delivery
Основная тема: Health systems & services,Medicine: general issues,Artificial intelligence, COMPUTERS / Intelligence (AI) & Semantics,COMPUTERS / Social Aspects / Human-Computer Interaction,MEDICAL / Health Care Delivery
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Поставляется из: Англии
Описание: Healthcare and technology are at a convergence point where significant changes are poised to take place. The vast and complex requirements of medical record keeping, coupled with stringent patient privacy laws, create an incredibly unwieldy maze of health data needs. While the past decade has seen giant leaps in AI, machine learning, wearable technologies, and data mining capacities that have enabled quantities of data to be accumulated, processed, and shared around the globe. Transforming Healthcare with Big Data and AI examines the crossroads of these two fields and looks to the future of leveraging advanced technologies and developing data ecosystems to the healthcare field.

This book is the product of the Transforming Healthcare with Data conference, held at the University of Southern California. Many speakers and digital healthcare industry leaders contributed multidisciplinary expertise to chapters in this work. Authors’ backgrounds range from data scientists, healthcare experts, university professors, and digital healthcare entrepreneurs. If you have an understanding of data technologies and are interested in the future of Big Data and A.I. in healthcare, this book will provide a wealth of insights into the new landscape of healthcare.



Transforming Healthcare with Big Data and AI

Автор: Alex Lui, Anna Farzinder, Mingboo Gong
Название: Transforming Healthcare with Big Data and AI
ISBN: 164113898X ISBN-13(EAN): 9781641138987
Издательство: Mare Nostrum (Eurospan)
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Цена: 13167.00 р.
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Описание: The past decade has seen giant leaps in AI, machine learning, wearable technologies, and data mining capacities. This book examines the crossroads of these two fields and looks to the future of leveraging advanced technologies and developing data ecosystems to the healthcare field.

Innovation the Cleveland Clinic Way: Transforming Healthcare by Putting Ideas to Work

Автор: Graham Thomas
Название: Innovation the Cleveland Clinic Way: Transforming Healthcare by Putting Ideas to Work
ISBN: 1259582957 ISBN-13(EAN): 9781259582950
Издательство: McGraw-Hill
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Цена: 4460.00 р.
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Описание: This book examines the ways in which Cuba`s revolutions of 1933 and 1959 became touchstones for border-crossing endeavors of radical politics and cultural experimentation over the mid-twentieth century. It argues that new networks of solidarity building between US and Cuban allies also brought with them perils and pitfalls that could not be separated from the longer history of US empire in Cuba.

Transforming healthcare education

Название: Transforming healthcare education
ISBN: 1475845936 ISBN-13(EAN): 9781475845938
Издательство: Rowman & Littlefield Publishers
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Цена: 5280.00 р.
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Описание: This book sets the scene for the deliberations on ethics and its application to healthcare in the twenty-first century.

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
Leadership and Management in Healthcare: Third Edition

Автор: Gopee, Neil Galloway, Jo
Название: Leadership and Management in Healthcare: Third Edition
ISBN: 1473965020 ISBN-13(EAN): 9781473965027
Издательство: Sage Publications
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Цена: 5542.00 р.
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Описание: Drawing on the most up-to-date policies and professional regulations, and with an emphasis on the provision of person-centred care, the authors - both of whom have backgrounds in clinical practice, education and management - show how essential leadership and management skills can be applied across a range of situations in everyday practice.

Big Data Analytics In Bioinformatics And Healthcare

Автор: Wang, Li & Perrizo
Название: Big Data Analytics In Bioinformatics And Healthcare
ISBN: 1466666110 ISBN-13(EAN): 9781466666115
Издательство: Mare Nostrum (Eurospan)
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Цена: 37145.00 р.
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Описание: As technology evolves and electronic data becomes more complex, digital medical record management and analysis becomes a challenge. In order to discover patterns and make relevant predictions based on large data sets, researchers and medical professionals must find new methods to analyze and extract relevant health information.Big Data Analytics in Bioinformatics and Healthcare merges the fields of biology, technology, and medicine in order to present a comprehensive study on the emerging information processing applications necessary in the field of electronic medical record management. Complete with interdisciplinary research resources, this publication is an essential reference source for researchers, practitioners, and students interested in the fields of biological computation, database management, and health information technology, with a special focus on the methodologies and tools to manage massive and complex electronic information.

Internet of Things and Big Data Technologies for Next Generation Healthcare

Автор: Chintan Bhatt; Nilanjan Dey; Amira S. Ashour
Название: Internet of Things and Big Data Technologies for Next Generation Healthcare
ISBN: 3319497359 ISBN-13(EAN): 9783319497358
Издательство: Springer
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Цена: 20962.00 р.
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Описание: Internet of Things Driven Connected Healthcare.-Internet of Things in HealthcareEnergy Efficient Network Design for IoT Healthcare Applications.-Exploring Formal Strategy Framework for the Security in IoT in e-health using Computational Intelligence.-Vitality of Robotics in Healthcare Industry: An Internet of Things (IoT) Perspective.-Internet of Things Meets Mobile Health Systems in Smart Spaces: An Overview.-Information and Communication Emerging Technology: Making Sense of Healthcare Innovation.-Health Informatics as a Service (HIaaS) for Developing Countries.- Analysis of Power Aware Protocols and Standards for Critical E-Health Applications.-Social Networking and Analytics.-A decision support system in brain tumor detection and localization in nominated areas in MR images.-Detecting Unusual Human Activities Using GPU-enabled Neural Network and Kinect Sensors.

Big Data Analytics in Healthcare

Автор: Anand J. Kulkarni; Patrick Siarry; Pramod Kumar Si
Название: Big Data Analytics in Healthcare
ISBN: 3030316718 ISBN-13(EAN): 9783030316716
Издательство: Springer
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Цена: 22359.00 р.
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Описание: This book includes state-of-the-art discussions on various issues and aspects of the implementation, testing, validation, and application of big data in the context of healthcare.

Healthcare Data Analytics

Автор: Reddy Chandan K.
Название: Healthcare Data Analytics
ISBN: 1482232111 ISBN-13(EAN): 9781482232110
Издательство: Taylor&Francis
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Цена: 19140.00 р.
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Описание:

At the intersection of computer science and healthcare, data analytics has emerged as a promising tool for solving problems across many healthcare-related disciplines. Supplying a comprehensive overview of recent healthcare analytics research, Healthcare Data Analytics provides a clear understanding of the analytical techniques currently available to solve healthcare problems.

The book details novel techniques for acquiring, handling, retrieving, and making best use of healthcare data. It analyzes recent developments in healthcare computing and discusses emerging technologies that can help improve the health and well-being of patients.

Written by prominent researchers and experts working in the healthcare domain, the book sheds light on many of the computational challenges in the field of medical informatics. Each chapter in the book is structured as a "survey-style" article discussing the prominent research issues and the advances made on that research topic. The book is divided into three major categories:

  • Healthcare Data Sources and Basic Analytics - details the various healthcare data sources and analytical techniques used in the processing and analysis of such data
  • Advanced Data Analytics for Healthcare - covers advanced analytical methods, including clinical prediction models, temporal pattern mining methods, and visual analytics
  • Applications and Practical Systems for Healthcare - covers the applications of data analytics to pervasive healthcare, fraud detection, and drug discovery along with systems for medical imaging and decision support

Computer scientists are usually not trained in domain-specific medical concepts, whereas medical practitioners and researchers have limited exposure to the data analytics area. The contents of this book will help to bring together these diverse communities by carefully and comprehensively discussing the most relevant contributions from each domain.

How Healthcare Data Privacy Is Almo

Автор: Trinckes, Jr.
Название: How Healthcare Data Privacy Is Almo
ISBN: 1498783953 ISBN-13(EAN): 9781498783958
Издательство: Taylor&Francis
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Цена: 9492.00 р.
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Описание:

The healthcare industry is under privacy attack. The book discusses the issues from the healthcare organization and individual perspectives. Someone hacking into a medical device and changing it is life-threatening. Personal information is available on the black market. And there are increased medical costs, erroneous medical record data that could lead to wrong diagnoses, insurance companies or the government data-mining healthcare information to formulate a medical 'FICO' score that could lead to increased insurance costs or restrictions of insurance. Experts discuss these issues and provide solutions and recommendations so that we can change course before a Healthcare Armageddon occurs.

Data Management and Analytics for Medicine and Healthcare

Автор: Fusheng Wang; Lixia Yao; Gang Luo
Название: Data Management and Analytics for Medicine and Healthcare
ISBN: 3319577409 ISBN-13(EAN): 9783319577401
Издательство: Springer
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Цена: 6986.00 р.
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Описание: This book constitutes the thoroughly refereed post-conference proceedings of the Second International Workshop on Data Management and Analytics for Medicine and Healthcare, DMAH 2016, in New Delhi, India, in September 2016, held in conjunction with the 42nd International Conference on Very Large Data Bases, VLDB 2016.

Developing a Data Warehouse for the Healthcare Enterprise

Автор: Bergeron
Название: Developing a Data Warehouse for the Healthcare Enterprise
ISBN: 1138502960 ISBN-13(EAN): 9781138502963
Издательство: Taylor&Francis
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Цена: 20671.00 р.
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Описание: This third edition to the award-winning book is a straightforward view of a clinical data warehouse development project, from inception through implementation and follow-up. Through first-hand experiences from individuals charged with such an implementation, this book offers guidance and multiple perspectives on the data warehouse development process – from the initial vision to system-wide release. The book provides valuable lessons learned during a data warehouse implementation at King Faisal Specialist Hospital and Research Center (KFSH&RC) in Riyadh, Saudi Arabia – a large, modern, tertiary-care hospital with an IT environment that parallels a typical U.S. hospital. This book also examines the value of the data warehouse from the perspectives of a large healthcare system in the U.S. and a corporate health services business unit. Special features of the book include a sample RFP, data warehouse project plan, and information analysis template. A helpful glossary and acronyms list are included.


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