Healthcare Data Analytics
- ISBN-10
- 148223212X
- ISBN-13
- 9781482232127
- Category
- Business & Economics
- Pages
- 760
- Language
- English
- Published
- 2015-06-23
- Publisher
- CRC Press
- Authors
- Charu C. Aggarwal, Chandan K. Reddy
Description
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.
Get the book
Other editions
Similar books
-
Taxation for Decision Makers, Binder Ready Version
By Shirley Dennis-Escoffier, Karen A. Fortin[LO 8.2] The Timberlake Corporation has an opportunity to sell its manufacturing facility to Carroll Corporation for $4,500,000. The property has a basis of ...
-
Taxation for Decision Makers, 2019 Edition
By Shirley Dennis-Escoffier, Karen A. Fortin[LO 9.2] The Timberlake Corporation has an opportunity to sell its manufacturing facility to Carroll Corporation for $4,500,000. The property has a basis of ...
-
Taxation for Decision Makers, 2020
By Shirley Dennis-Escoffier, Karen A. Fortin[LO 9.2] The Timberlake Corporation has an opportunity to sell its manufacturing facility to Carroll Corporation for $4,500,000. The property has a basis of ...
-
Keeping House in Lusaka
By Karen Tranberg Hansen1934. Memorandum on the Native Tribes and Tribal Areas of Northern Rhodesia . Lusaka : Government Printer . Timberlake , Michael , ed . 1985.
-
Encyclopedia of Community: From the Village to the Virtual World
By DAVID LEVINSON, KAREN CHRISTENSENTimberlake, L. (1987). Only one Earth. London: BBC Books: Earthscan. Tinker, I. (1987). Street foods: Testing assumptions about informal sector by women and ...
-
Taxation for Decision Makers 2006
By Shirley Dennis-Escoffier, Karen FortinThe Timberlake Corporation has an opportunity to sell its manufacturing facility to Carroll Corporation for $ 4,500,000 . The property has a basis of ...
-
Handbook of Organizational Performance: Behavior Analysis and Management
By William K Redmon, Thomas C Mawhinney, Carl Merle JohnsonTimberlake (1980, 1984) promulgated a behavioral-regulation analysis of learned performance that emphasizes the importance of behavioral.
-
Money and the Rule of Law: Generality and Predictability in Monetary Institutions
By Peter J. Boettke, Alexander William Salter, Daniel J. Smith190; Timberlake 1993, pp. 356–357). By increasing fiscal expenditures, President Carter may have successfully cornered the Fed into delaying tighter ...
-
Economic Politics: The Costs of Democracy
By William R. Keech, William R Keech( Timberlake , 1993 , p . 4 ) The same was true of the second Bank of the United States , which was chartered in 1816. However , under the leadership of ...
-
Handbook of Organizational Performance: Behavior Analysis and Management
By William K Redmon, Thomas C Mawhinney, Carl Merle JohnsonSchlinger, H. and Blakely, E. (1987). Function-altering effects of ... Timberlake, W. and Allison, J. (1974). Response deprivation: An empirical 48 HANDBOOK ...