Healthcare data analytics (Record no. 201591)

000 -LEADER
fixed length control field 03270 a2200205 4500
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 151110b2015 xxu||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781482232110
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 610.21
Item number H3
245 ## - TITLE STATEMENT
Title Healthcare data analytics
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc Boca Raton
Name of publisher, distributor, etc CRC Press
Date of publication, distribution, etc 2015
300 ## - PHYSICAL DESCRIPTION
Extent xxviii, 724 p.
440 ## - SERIES STATEMENT/ADDED ENTRY--TITLE
Title Chapman &​ Hall/​CRC data mining and knowledge discovery series
9 (RLIN) 324023
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Table of contents:

1. An introduction to healthcare data analytics
2. Electronic health records : a survey
3. Biomedical image analysis
4. Mining of sensor data in healthcare : a survey
5. Biomedical signal analysis
6. Genomic data analysis for personalized medicine
7. Natural language processing and data mining for clinical text
8. Mining the biomedical literature
9. Social media analytics for healthcare
10. A review of clinical prediction models
11. Temporal data mining for healthcare data
12. Visual analytics for healthcare
13. Predictive models for integrating clinical and genomic data
14. Information retrieval for healthcare
15. Privacy-preserving data publishing methods in healthcare
16. Data analytics for pervasive health
17. Fraud detection in healthcare
18. Data analytics for pharmaceutical discoveries
19. Clinical decision support systems
20. Computer assisted medical image analysis systems
21. Mobile imaging and analytics for biomedical data

520 ## - SUMMARY, ETC.
Summary, etc 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.

(https://www.crcpress.com/Healthcare-Data-Analytics/Reddy-Aggarwal/9781482232110)
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Data Mining
9 (RLIN) 324024
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Statistics as Topic
9 (RLIN) 324025
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Reddy, Chandan K.
Relator term Editor
9 (RLIN) 324026
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Aggarwal, Charu C.
Relator term Editor
9 (RLIN) 324027
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme
Item type Books
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Permanent location Current location Shelving location Date acquired Source of acquisition Cost, normal purchase price Item location Total Checkouts Total Renewals Full call number Barcode Date last seen Date last borrowed Cost, replacement price Koha item type
          Non-fiction Vikram Sarabhai Library Vikram Sarabhai Library   2015-11-10 Natraj Book Centre 5400.76 Slot 1714 (2 Floor, East Wing) 2 3 610.21 H3 190485 2017-08-08 2017-08-07 6750.95 Books

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