LEADER 00947nam0 22002531i 450 001 UON00064450 005 20231205102323.807 100 $a20020107d1964 |0itac50 ba 101 $aurd 102 $aPK 105 $a|||| 1|||| 200 1 $aHusain Sahid Suharwardi$fAsrafali Qurayshi 210 $aLahawr$cAraf Zafar Publishing House$d1964 215 $a207 p.$d17 cm 620 $aPK$dLahore$3UONL000599 686 $aSI VI DAX$cSUBCONT. INDIANO - LETTERATURA TEZKARE$2A 700 1$aQURAYSHI$bAsrafali$3UONV041318$0656701 712 $aAraf Zafar Publishing House$3UONV256438$4650 801 $aIT$bSOL$c20240220$gRICA 899 $aSIBA - SISTEMA BIBLIOTECARIO DI ATENEO$2UONSI 912 $aUON00064450 950 $aSIBA - SISTEMA BIBLIOTECARIO DI ATENEO$dSI SI VI DAX 021 $eSI SA 61789 5 021 996 $aHusain Sahid Suharwardi$91170985 997 $aUNIOR LEADER 04093nam 22006495 450 001 9910299940903321 005 20250320235430.0 010 $a9783319779119 010 $a3319779117 024 7 $a10.1007/978-3-319-77911-9 035 $a(CKB)4100000003359562 035 $a(MiAaPQ)EBC5356271 035 $a(DE-He213)978-3-319-77911-9 035 $a(PPN)226696146 035 $a(EXLCZ)994100000003359562 100 $a20180420d2018 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aAdvanced Data Analytics in Health /$fedited by Philippe J. Giabbanelli, Vijay K. Mago, Elpiniki I. Papageorgiou 205 $a1st ed. 2018. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2018. 215 $a1 online resource (221 pages) 225 1 $aSmart Innovation, Systems and Technologies,$x2190-3018 ;$v93 311 08$a9783319779102 311 08$a3319779109 327 $aDimensionality Reduction for Exploratory Data Analysis in Daily Medical Research -- Navigating Complex Systems for Policymaking using Simple Software Tools -- An Agent-based Model of Healthy Eating with Applications to Hypertension -- Young Adults, Health Insurance Expansions and Hospital Services Utilization -- The Impact of Patient Incentives on Comprehensive Diabetes Care Services and Medical Expenditures -- Challenges and Cases of Genomic Data Integration Across Technologies and Biological Scales. 330 $aThis book introduces readers to the methods, types of data, and scale of analysis used in the context of health. The challenges of working with big data are explored throughout the book, while the benefits are also emphasized through the discoveries made possible by linking large datasets. Methods include thorough case studies from statistics, as well as the newest facets of data analytics: data visualization, modeling and simulation, and machine learning. The diversity of datasets is illustrated through chapters on networked data, image processing, and text, in addition to typical structured numerical datasets. While the methods, types of data, and scale have been individually covered elsewhere, by bringing them all together under one ?umbrella? the book highlights synergies, while also helping scholars fluidly switch between tools as needed. New challenges and emerging frontiers are also discussed, helping scholars grasp how methods will need to change in response to the latest challenges in health. 410 0$aSmart Innovation, Systems and Technologies,$x2190-3018 ;$v93 606 $aComputational intelligence 606 $aArtificial intelligence 606 $aMedical informatics 606 $aBig data 606 $aComputational Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/T11014 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 606 $aHealth Informatics$3https://scigraph.springernature.com/ontologies/product-market-codes/H28009 606 $aBig Data/Analytics$3https://scigraph.springernature.com/ontologies/product-market-codes/522070 606 $aHealth Informatics$3https://scigraph.springernature.com/ontologies/product-market-codes/I23060 615 0$aComputational intelligence. 615 0$aArtificial intelligence. 615 0$aMedical informatics. 615 0$aBig data. 615 14$aComputational Intelligence. 615 24$aArtificial Intelligence. 615 24$aHealth Informatics. 615 24$aBig Data/Analytics. 615 24$aHealth Informatics. 676 $a610.285 702 $aGiabbanelli$b Philippe J$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aMago$b V. K$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aPapageorgiou$b Elpiniki I$4edt$4http://id.loc.gov/vocabulary/relators/edt 906 $aBOOK 912 $a9910299940903321 996 $aAdvanced Data Analytics in Health$92530027 997 $aUNINA