MARC Record from marc_columbia

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001 15106432
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008 150625s2015 flu ob 000 0 eng d
010 $a 2015000574
035 $a(OCoLC)ocn911616817
035 $a(NNC)15106432
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019 $a913055522$a914345167$a1008947139$a1066465243$a1076634529$a1080587635$a1153000418
020 $a9781482232127$q(electronic bk.)
020 $a148223212X$q(electronic bk.)
020 $a1482232111
020 $a9781482232110
020 $z9781482232110
035 $a(OCoLC)911616817$z(OCoLC)913055522$z(OCoLC)914345167$z(OCoLC)1008947139$z(OCoLC)1066465243$z(OCoLC)1076634529$z(OCoLC)1080587635$z(OCoLC)1153000418
037 $aCL0500000620$bSafari Books Online
050 4 $aRA409
060 4 $aW 26.55.I4
072 7 $aHEA$x012000$2bisacsh
072 7 $aHEA$x020000$2bisacsh
072 7 $aMED$x004000$2bisacsh
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082 04 $a610.2/1$223
049 $aZCUA
245 00 $aHealthcare data analytics /$cedited by Chandan K. Reddy, Charu C. Aggarwal.
264 1 $aBoca Raton :$bCRC Press,$c[2015]
264 4 $c©2015
300 $a1 online resource
336 $atext$btxt$2rdacontent
337 $acomputer$bc$2rdamedia
338 $aonline resource$bcr$2rdacarrier
490 1 $aChapman & Hall/CRC data mining and knowledge discovery series
504 $aIncludes bibliographical references.
588 0 $aVendor-supplied metadata.
505 0 $aPart I. Healthcare data sources and basic analytics -- Part II. Advanced data analytics for healtcare -- Part III. Applications and practical systems for healtcare.
520 8 $aAt 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.
650 0 $aMedical statistics.
650 0 $aMedical care$xStatistical methods.
650 0 $aData mining.
650 0 $aStatistics.
650 12 $aData Mining
650 22 $aStatistics as Topic
650 6 $aExploration de données (Informatique)
650 6 $aStatistiques.
650 7 $aHEALTH & FITNESS$xHolism.$2bisacsh
650 7 $aHEALTH & FITNESS$xReference.$2bisacsh
650 7 $aMEDICAL$xAlternative Medicine.$2bisacsh
650 7 $aMEDICAL$xAtlases.$2bisacsh
650 7 $aMEDICAL$xEssays.$2bisacsh
650 7 $aMEDICAL$xFamily & General Practice.$2bisacsh
650 7 $aMEDICAL$xHolistic Medicine.$2bisacsh
650 7 $aMEDICAL$xOsteopathy.$2bisacsh
650 7 $aMedical care$xStatistical methods.$2fast$0(OCoLC)fst01013863
650 7 $aMedical statistics.$2fast$0(OCoLC)fst01014672
655 0 $aElectronic books.
655 4 $aElectronic books.
700 1 $aReddy, Chandan K.,$d1980-$eeditor.
700 1 $aAggarwal, Charu C.,$eeditor.
776 08 $iPrint version:$tHealthcare data analytics.$dBoca Raton : Taylor & Francis, 2015$z9781482232110$w(DLC) 2015000574$w(OCoLC)901104430
830 0 $aChapman & Hall/CRC data mining and knowledge discovery series.
856 40 $uhttp://www.columbia.edu/cgi-bin/cul/resolve?clio15106432$zTaylor & Francis eBooks
852 8 $blweb$hEBOOKS