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Smart Healthcare Analytics: State of the Art, Pattnaik Prasant Kumar, Vaidya Ashlesha, Mohanty Suneeta


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Автор: Pattnaik Prasant Kumar, Vaidya Ashlesha, Mohanty Suneeta
Название:  Smart Healthcare Analytics: State of the Art
ISBN: 9789811653032
Издательство: Springer
Классификация:


ISBN-10: 9811653038
Обложка/Формат: Hardcover
Страницы: 200
Вес: 0.51 кг.
Дата издания: 26.10.2021
Серия: Intelligent systems reference library
Язык: English
Издание: 1st ed. 2022
Иллюстрации: 56 illustrations, color; 16 illustrations, black and white; xiv, 220 p. 72 illus., 56 illus. in color.
Размер: 23.39 x 15.60 x 1.42 cm
Читательская аудитория: Professional & vocational
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This edited book helps researchers and practitioners to understand e-health, m-healthcare architecture through IoT and the state of the art in IoT counter measures. This book provides a comprehensive discussion on a functional framework for IoT-based healthcare systems, intelligent medicine box, RFID technology, HMI, cognitive interpretation, BCI, remote health monitoring systems, wearable sensors, WBAN, healthcare analytics, machine learning (ML) techniques for IoT-enabled healthcare services, security and privacy issues in IoT-based healthcare monitoring systems. The book discusses integration of IoT with big data and cloud computing for solving several real-time problems by the use of smart healthcare applications. In these applications, the cloud computing provides a common workplace for IoT and big data, big data provides data analytics technology and IoT provides the source of data. It serves as a reference resource for researchers and practitioners in academia and industry.
Дополнительное описание: Smart Healthcare Analytics in IoT enabled Environment: An overview.- Neuronal reconstitution effect of stem cell transplantation for smart healthcare after focal cerebral ischemia.- A Review of Cancer Detection and Prediction Based on Supervised and Unsup



Smart Healthcare Analytics in IoT Enabled Environment

Автор: Prasant Kumar Pattnaik
Название: Smart Healthcare Analytics in IoT Enabled Environment
ISBN: 3030375501 ISBN-13(EAN): 9783030375508
Издательство: Springer
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Цена: 22359.00 р.
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Описание: This book addresses various aspects of how smart healthcare can be used to detect and analyze diseases, the underlying methodologies, and related security concerns.

Smart Healthcare Analytics in Iot Enabled Environment

Автор: Pattnaik Prasant Kumar, Mohanty Suneeta, Mohanty Satarupa
Название: Smart Healthcare Analytics in Iot Enabled Environment
ISBN: 3030375536 ISBN-13(EAN): 9783030375539
Издательство: Springer
Цена: 22359.00 р.
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Описание: This book addresses various aspects of how smart healthcare can be used to detect and analyze diseases, the underlying methodologies, and related security concerns.

Big Data Analytics Strategies for the Smart Grid

Автор: Stimmel Carol L.
Название: Big Data Analytics Strategies for the Smart Grid
ISBN: 1482218283 ISBN-13(EAN): 9781482218282
Издательство: Taylor&Francis
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Цена: 13779.00 р.
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Описание:

By implementing a comprehensive data analytics program, utility companies can meet the continually evolving challenges of modern grids that are operationally efficient, while reconciling the demands of greenhouse gas legislation and establishing a meaningful return on investment from smart grid deployments.

Readable and accessible, Big Data Analytics Strategies for the Smart Grid addresses the needs of applying big data technologies and approaches, including Big Data cybersecurity, to the critical infrastructure that makes up the electrical utility grid. It supplies industry stakeholders with an in-depth understanding of the engineering, business, and customer domains within the power delivery market.

The book explores the unique needs of electrical utility grids, including operational technology, IT, storage, processing, and how to transform grid assets for the benefit of both the utility business and energy consumers. It not only provides specific examples that illustrate how analytics work and how they are best applied, but also describes how to avoid potential problems and pitfalls.

Discussing security and data privacy, it explores the role of the utility in protecting their customers' right to privacy while still engaging in forward-looking business practices. The book includes discussions of:

  • SAS for asset management tools
  • The AutoGrid approach to commercial analytics
  • Space-Time Insight's work at the California ISO (CAISO)

This book is an ideal resource for mid- to upper-level utility executives who need to understand the business value of smart grid data analytics. It explains critical concepts in a manner that will better position executives to make the right decisions about building their analytics programs.

At the same time, the book provides sufficient technical depth that it is useful for data analytics professionals who need to better understand the nuances of the engineering and business challenges unique to the utilities industry.

Heterogeneous Data Management, Polystores, and Analytics for Healthcare

Автор: Vijay Gadepally; Timothy Mattson; Michael Stonebra
Название: Heterogeneous Data Management, Polystores, and Analytics for Healthcare
ISBN: 3030337510 ISBN-13(EAN): 9783030337513
Издательство: Springer
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Цена: 8104.00 р.
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Описание: This book constitutes the refereed post-conference proceedings for the VLBD conference workshops entitled: Towards Polystores That Manage Multiple Databases, Privacy, Security and/or Policy Issues for Heterogenous Data (Poly 2019) and the Fifth International Workshop on Data Management and Analytics for Medicine and Healthcare (DMAH 2019), held in Los Angeles, CA, USA, in August 2019, in conjunction with the 45th International Conference on Very Large Data Bases, VLDB 2019. The 20 regular papers presented together with 2 keynote papers were carefully reviewed and selected from 31 initial submissions. The papers are organized in topical sections named:Poly 2019: Privacy, Security and/or Policy Issues for Heterogenous Data; Building Polystore Systems.DMAH 2019: Database Enabled Biomedical Research; AI for Healthcare; Knowledge Discovery from Unstructured Biomedical Data; Blockchain and Privacy Preserving Data Management.

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.

Big Data Analytics in Healthcare

Автор: Kulkarni Anand J., Siarry Patrick, Singh Pramod Kumar
Название: Big Data Analytics in Healthcare
ISBN: 3030316742 ISBN-13(EAN): 9783030316747
Издательство: Springer
Цена: 22359.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

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.

Machine learning and analytics in healthcare systems

Название: Machine learning and analytics in healthcare systems
ISBN: 0367487934 ISBN-13(EAN): 9780367487935
Издательство: Taylor&Francis
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Цена: 20671.00 р.
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Описание: This book provides applications of machine learning in healthcare systems and seeks to close the gap between engineering and medicine. It will combine the design and problem-solving skills of engineering with health sciences, in order to advance healthcare treatment. The book will include areas such as diagnosis, monitoring, and therapy. The book will provide real-world case studies, gives a detailed exploration of applications in healthcare systems, offers multiple perspectives on a variety of disciplines, while also letting the reader know how to avoid some of the consequences of old methods with data sharing. The book can be used as a reference for practitioners, researchers and for students at basic and intermediary levels in Computer Science, Electronics and Communications.

Exploratory Data Analytics for Healthcare

Автор: Kumar R. Lakshmana, Indrakumari R., Balamurugan B.
Название: Exploratory Data Analytics for Healthcare
ISBN: 0367506912 ISBN-13(EAN): 9780367506919
Издательство: Taylor&Francis
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Цена: 22202.00 р.
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Описание: Exploratory data analysis helps to recognize natural patterns hidden in the data. This book describes the tools for hypothesis generation by visualizing data through graphical representation and provides insight into advanced analytics concepts in an easy way.

Machine Learning Approaches and Applications in Applied Intelligence for Healthcare Data Analytics

Автор: Kumar Abhishek, Dubey Ashutosh Kumar, Anavatti Sreenatha G.
Название: Machine Learning Approaches and Applications in Applied Intelligence for Healthcare Data Analytics
ISBN: 0367676338 ISBN-13(EAN): 9780367676339
Издательство: Taylor&Francis
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Цена: 22202.00 р.
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Описание: In the last two decades, machine learning has been dramatically developed and is still experiencing a fast and ever-lasting change in paradigm, methodology, applications, and other aspects. This book offers a compendium of current and emerging machine learning paradigms in healthcare informatics and reflects on the diversity and complexity.

Big Data Analytics and Artificial Intelligence in the Healthcare Industry

Автор: Machado Josй, Peixoto Hugo, Sousa Regina
Название: Big Data Analytics and Artificial Intelligence in the Healthcare Industry
ISBN: 1799891720 ISBN-13(EAN): 9781799891727
Издательство: Mare Nostrum (Eurospan)
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Цена: 95006.00 р.
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Описание: Focuses on technologies and emerging topics regarding innovative solutions applied to the healthcare industry, including Big Data and Artificial Intelligence for enhancing human quality of life, as well as related challenges. The book also presents research on theoretical, methodological, and technological developments, and new applications.

Advanced Prognostic Predictive Modelling in Healthcare Data Analytics

Автор: Roy Sudipta, Goyal Lalit Mohan, Mittal Mamta
Название: Advanced Prognostic Predictive Modelling in Healthcare Data Analytics
ISBN: 9811605378 ISBN-13(EAN): 9789811605376
Издательство: Springer
Цена: 25155.00 р.
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Описание: This book discusses major technical advancements and research findings in the field of prognostic modelling in healthcare image and data analysis.

Efficient Data Handling for Massive Internet of Medical Things: Healthcare Data Analytics

Автор: Chakraborty Chinmay, Ghosh Uttam, Ravi Vinayakumar
Название: Efficient Data Handling for Massive Internet of Medical Things: Healthcare Data Analytics
ISBN: 3030666328 ISBN-13(EAN): 9783030666323
Издательство: Springer
Цена: 19564.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book focuses on recent advances and different research areas in multi-modal data fusion under healthcare informatics and seeks out theoretical, methodological, well-established and validated empirical work dealing with these different topics.


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