LEADER 03383nam 22005535 450 001 9910253952503321 005 20200705231124.0 010 $a981-10-6041-X 024 7 $a10.1007/978-981-10-6041-0 035 $a(CKB)4100000000882349 035 $a(DE-He213)978-981-10-6041-0 035 $a(MiAaPQ)EBC5110765 035 $a(PPN)220125201 035 $a(EXLCZ)994100000000882349 100 $a20171022d2017 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aHealthcare and Big Data Management /$fedited by Bairong Shen 205 $a1st ed. 2017. 210 1$aSingapore :$cSpringer Singapore :$cImprint: Springer,$d2017. 215 $a1 online resource (V, 164 p. 30 illus., 23 illus. in color.) 225 1 $aAdvances in Experimental Medicine and Biology,$x0065-2598 ;$v1028 311 $a981-10-6040-1 320 $aIncludes bibliographical references at the end of each chapters. 327 $aChapter 1 How to become a smart patient in the era of precision medicine? -- Chapter 2 Physiological Informatics: Collection and Analyses of Data from Wearable Sensors and Smartphone for Healthcare -- Chapter 3 Entropy for the Complexity of Physiological Signal Dynamics -- Chapter 4 Data Platform for the Research and Prevention of Alzheimer?s disease -- Chapter 5 Data analysis for gut microbiota and health -- Chapter 6 Ontology-based Vaccine Adverse Event Representation and Analysis -- Chapter 7 LEMRG ? decision rule generation algorithm for mining microRNA expression data -- Chapter 8 Privacy Challenges of Genomic Big Data -- Chapter 9 Systems health, a transition from disease management towards health promotion. 330 $aThe book addresses the interplay of healthcare and big data management. Thanks to major advances in big data technologies and precision medicine, healthcare is now becoming the new frontier for both scientific research and economic development. This volume covers a range of aspects, including: big data management for healthcare; physiological and gut microbiota ? data collection and analysis; big data standardization and ontology; and personal data privacy and systems level modeling in the healthcare context. The book offers a valuable resource for biomedical informaticians, clinicians, health practitioners and researchers alike. 410 0$aAdvances in Experimental Medicine and Biology,$x0065-2598 ;$v1028 606 $aBioinformatics 606 $aMolecular biology 606 $aBioinformatics$3https://scigraph.springernature.com/ontologies/product-market-codes/L15001 606 $aMolecular Medicine$3https://scigraph.springernature.com/ontologies/product-market-codes/B1700X 606 $aComputational Biology/Bioinformatics$3https://scigraph.springernature.com/ontologies/product-market-codes/I23050 615 0$aBioinformatics. 615 0$aMolecular biology. 615 14$aBioinformatics. 615 24$aMolecular Medicine. 615 24$aComputational Biology/Bioinformatics. 676 $a610.285 702 $aShen$b Bairong$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910253952503321 996 $aHealthcare and Big Data Management$92233544 997 $aUNINA