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Healthcare Data Analytics, Reddy Chandan K.


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Автор: Reddy Chandan K.   (Чандан К. Редди)
Название:  Healthcare Data Analytics
Перевод названия: Чандан К. Редди: Аналитика медицинских данных
ISBN: 9781482232110
Издательство: Taylor&Francis
Классификация:

ISBN-10: 1482232111
Обложка/Формат: Hardback
Страницы: 760
Вес: 1.57 кг.
Дата издания: 29.06.2015
Серия: Chapman & hall/crc data mining and knowledge discovery series
Язык: English
Иллюстрации: 46 tables, black and white; 193 illustrations, black and white
Размер: 186 x 263 x 50
Читательская аудитория: Tertiary education (us: college)
Ключевые слова: Databases, BUSINESS & ECONOMICS / Industries / Service,BUSINESS & ECONOMICS / Statistics,COMPUTERS / Databases / Data Mining
Основная тема: Data Preparation & Mining
Ссылка на Издательство: Link
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Поставляется из: Европейский союз
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.



Project Management for Healthcare Informatics

Автор: Houston, Susan Bove, Lisa Anne
Название: Project Management for Healthcare Informatics
ISBN: 0387736824 ISBN-13(EAN): 9780387736822
Издательство: Springer
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Цена: 71990.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Through its use of real clinical examples, this book provides an explanation of the project management process tailored for nurses. Coverage includes the tools available to successfully complete each phase of the project management process and advance the project life cycle.

Learning Spark: Lightning-Fast Big Data Analytics

Автор: Hamstra Mark, Zaharia Matei
Название: Learning Spark: Lightning-Fast Big Data Analytics
ISBN: 1449358624 ISBN-13(EAN): 9781449358624
Издательство: Wiley
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Цена: 33780.00 T
Наличие на складе: Поставка под заказ.
Описание: Written by the developers of Spark, this book will have data scientists and engineers up and running in no time.

Statistical Data Analytics: Foundations for Data Mining, Informatics, and Knowledge Discovery

Автор: Walter W. Piegorsch
Название: Statistical Data Analytics: Foundations for Data Mining, Informatics, and Knowledge Discovery
ISBN: 111903065X ISBN-13(EAN): 9781119030652
Издательство: Wiley
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Цена: 17900.00 T
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Описание: Solutions Manual to accompany Statistical Data Analytics: Foundations for Data Mining, Informatics, and Knowledge Discovery A comprehensive introduction to statistical methods for data mining and knowledge discovery.

Data Mining for Business Analytics: Concepts, Techniques, and Applications with XLMiner

Автор: Galit Shmueli, Peter C. Bruce, Nitin R. Patel
Название: Data Mining for Business Analytics: Concepts, Techniques, and Applications with XLMiner
ISBN: 1118729277 ISBN-13(EAN): 9781118729274
Издательство: Wiley
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Цена: 118270.00 T
Наличие на складе: Поставка под заказ.
Описание: Data Mining for Business Analytics: Concepts, Techniques, and Applications in XLMiner(R), Third Edition presents an applied approach to data mining and predictive analytics with clear exposition, hands-on exercises, and real-life case studies.

Handbook of Data Mining and Learning Analytics

Автор: ElAtia Samira
Название: Handbook of Data Mining and Learning Analytics
ISBN: 1118998235 ISBN-13(EAN): 9781118998236
Издательство: Wiley
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Цена: 115050.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Addresses the impacts of data mining on education and reviews applications in educational research teaching, and learning This book discusses the insights, challenges, issues, expectations, and practical implementation of data mining (DM) within educational mandates.

Data Quality And High-Dimensional Data Analytics - Proceedings Of The Dasfaa 2008

Автор: Chan Chee-Yong Et Al
Название: Data Quality And High-Dimensional Data Analytics - Proceedings Of The Dasfaa 2008
ISBN: 9814273481 ISBN-13(EAN): 9789814273480
Издательство: World Scientific Publishing
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Цена: 48570.00 T
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Описание: Poor data quality is known to compromise the credibility and efficiency of public endeavours. The importance of managing data quality has increased manifold as the diversity of sources, formats and volume of data grows. This work targets the data quality in the light of collaborative information systems where ownership is difficult to establish.

Fraud Analytics Using Descriptive, Predictive, and Social Network Techniques: A Guide to Data Science for Fraud Detection

Автор: Baesens Bart, Verbeke Wouter, Van Vlasselaer Veron
Название: Fraud Analytics Using Descriptive, Predictive, and Social Network Techniques: A Guide to Data Science for Fraud Detection
ISBN: 1119133122 ISBN-13(EAN): 9781119133124
Издательство: Wiley
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Цена: 41190.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Detect fraud earlier to mitigate loss and prevent cascading damage Fraud Analytics Using Descriptive, Predictive, and Social Network Techniques is an authoritative guidebook for setting up a comprehensive fraud detection analytics solution.

The Data and Analytics Playbook

Автор: Lowell Fryman
Название: The Data and Analytics Playbook
ISBN: 0128023074 ISBN-13(EAN): 9780128023075
Издательство: Elsevier Science
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Цена: 49390.00 T
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Описание:

The Data and Analytics Playbook: Proven Methods for Governed Data and Analytic Quality explores the way in which data continues to dominate budgets, along with the varying efforts made across a variety of business enablement projects, including applications, web and mobile computing, big data analytics, and traditional data integration.

The book teaches readers how to use proven methods and accelerators to break through data obstacles to provide faster, higher quality delivery of mission critical programs. Drawing upon years of practical experience, and using numerous examples and an easy to understand playbook, Lowell Fryman, Gregory Lampshire, and Dan Meers discuss a simple, proven approach to the execution of multiple data oriented activities. In addition, they present a clear set of methods to provide reliable governance, controls, risk, and exposure management for enterprise data and the programs that rely upon it.

In addition, they discuss a cost-effective approach to providing sustainable governance and quality outcomes that enhance project delivery, while also ensuring ongoing controls. Example activities, templates, outputs, resources, and roles are explored, along with different organizational models in common use today and the ways they can be mapped to leverage playbook data governance throughout the organization.


Big Data Analytics for Sensor-Network Collected Intelligence

Автор: Hsu, Hui-Huang
Название: Big Data Analytics for Sensor-Network Collected Intelligence
ISBN: 0128093935 ISBN-13(EAN): 9780128093931
Издательство: Elsevier Science
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Цена: 101060.00 T
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Описание:

Big Data Analytics for Sensor-Network Collected Intelligence explores state-of-the-art methods for using advanced ICT technologies to perform intelligent analysis on sensor collected data. The book shows how to develop systems that automatically detect natural and human-made events, how to examine people's behaviors, and how to unobtrusively provide better services.

It begins by exploring big data architecture and platforms, covering the cloud computing infrastructure and how data is stored and visualized. The book then explores how big data is processed and managed, the key security and privacy issues involved, and the approaches used to ensure data quality.

In addition, readers will find a thorough examination of big data analytics, analyzing statistical methods for data analytics and data mining, along with a detailed look at big data intelligence, ubiquitous and mobile computing, and designing intelligence system based on context and situation.

Indexing: The books of this series are submitted to EI-Compendex and SCOPUS


  • Contains contributions from noted scholars in computer science and electrical engineering from around the globe
  • Provides a broad overview of recent developments in sensor collected intelligence
  • Edited by a team comprised of leading thinkers in big data analytics

Communication Skills for the Healthcare Professional

Автор: McCorry Laurie Kelly
Название: Communication Skills for the Healthcare Professional
ISBN: 1582558140 ISBN-13(EAN): 9781582558141
Издательство: Jones & Bartlett
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Цена: 61940.00 T
Наличие на складе: Невозможна поставка.
Описание: Communication Skills for the Healthcare Professional is a comprehensive yet compact guide to learning essential communication skills that will prepare students for success as healthcare professionals. Intended to supplement the clinical coursework students complete in the first one to two years of all allied health programs, the book uses a broad range of examples, role plays, and scenarios from virtually every healthcare field, enabling both instructors and students to use it as an essential resource for mastering any area-specific communication skill. Each chapter provides students with objective and short-answer questions to test comprehension of the material, as well as more complex clinical applications that encourage students to develop the critical thinking skills they will need every day as professionals in the healthcare industry.

Healthcare Informatics And Analytics

Автор: Tavana, Ghapanchi & Talaei-Khoei
Название: Healthcare Informatics And Analytics
ISBN: 1466663162 ISBN-13(EAN): 9781466663169
Издательство: Mare Nostrum (Eurospan)
Рейтинг:
Цена: 228230.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Healthcare practices have been enhanced through the use of information technologies and analytical methods. A cross between computer science, healthcare, and information science is needed for the optimization of data resources and information systems within the healthcare industry.Healthcare Informatics and Analytics: Emerging Issues and Trends introduces the latest research concerning the innovative implementation of information technology and data analysis in the healthcare field.Highlighting current concerns and recent advances in patient care and healthcare delivery, this book is a comprehensive reference source for academics, researchers, medical students, and healthcare practitioners interested in the application of information science within the health sector.

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: 63280.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
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.



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