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eng |
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RA409 |
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W 26.55.I4 |
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HEA |
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012000 |
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610.21 HEA |
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23 |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Charu C. Aggarwal |
| 245 00 - TITLE STATEMENT |
|---|
| Title |
Healthcare data analytics / |
| Statement of responsibility, etc. |
edited by Chandan K. Reddy, Charu C. Aggarwal. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Place of production, publication, distribution, manufacture |
Boca Raton : |
| Name of producer, publisher, distributor, manufacturer |
CRC Press, |
| Date of production, publication, distribution, manufacture, or copyright notice |
[2015] |
| 264 #4 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Date of production, publication, distribution, manufacture, or copyright notice |
�2015 |
| 300 ## - PHYSICAL DESCRIPTION |
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| Extent |
724 Pages |
| 336 ## - CONTENT TYPE |
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text |
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txt |
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Book |
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c |
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online resource |
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cr |
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rdacarrier |
| 490 1# - SERIES STATEMENT |
|---|
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Chapman & Hall/CRC data mining and knowledge discovery series |
| 500 ## - GENERAL NOTE |
|---|
| General note |
Includes bibliographical references. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc. note |
Includes bibliographical references. |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Part I. Healthcare data sources and basic analytics -- Part II. Advanced data analytics for healtcare -- Part III. Applications and practical systems for healtcare. |
| 520 8# - SUMMARY, ETC. |
|---|
| Summary, etc. |
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. |
| 600 ## - SUBJECT ADDED ENTRY--PERSONAL NAME |
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Charu C. Aggarwal |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
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Medical statistics. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
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Medical care |
| General subdivision |
Statistical methods. |
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|---|
| Topical term or geographic name entry element |
Data mining. |
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|---|
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Statistics. |
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|---|
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Data Mining |
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|---|
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Statistics as Topic |
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statistics. |
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aat |
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HEALTH & FITNESS |
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MEDICAL |
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Data mining |
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fast |
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Medical care |
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Statistical methods |
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fast |
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Medical statistics |
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fast |
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|---|
| Personal name |
Reddy, Chandan K., |
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1980- |
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editor. |
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https://id.oclc.org/worldcat/entity/E39PBJrcjvfhwDMTWx4mH3k4bd |
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|---|
| Personal name |
Aggarwal, Charu C., |
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editor. |
| 758 ## - RESOURCE IDENTIFIER |
|---|
| Relationship information |
has work: |
| Label |
Healthcare data analytics (Text) |
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https://id.oclc.org/worldcat/entity/E39PCGr6Kjx9qXvJq7Cv96jpyd |
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https://id.oclc.org/worldcat/ontology/hasWork |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
|---|
| Relationship information |
Print version: |
| Title |
Healthcare data analytics. |
| Place, publisher, and date of publication |
Boca Raton : Taylor & Francis, 2015 |
| International Standard Book Number |
9781482232110 |
| Record control number |
(DLC) 2015000574 |
| -- |
(OCoLC)901104430 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
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Chapman & Hall/CRC data mining and knowledge discovery series. |
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<a href="http://www.crcnetbase.com/isbn/9781482232110">http://www.crcnetbase.com/isbn/9781482232110</a> |
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| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
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Books |
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610.21 HEA |
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HEA |
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No |
| 948 ## - LOCAL PROCESSING INFORMATION (OCLC); SERIES PART DESIGNATOR (RLIN) |
|---|
| h (OCLC) |
NO HOLDINGS IN GHUCC - 335 OTHER HOLDINGS |
