LEADER 03938nam 22008175 450 001 9910485591403321 005 20240208140922.0 010 $a981-16-3029-1 024 7 $a10.1007/978-981-16-3029-3 035 $a(CKB)5590000000487522 035 $a(MiAaPQ)EBC6648131 035 $a(Au-PeEL)EBL6648131 035 $a(OCoLC)1257550095 035 $a(DE-He213)978-981-16-3029-3 035 $a(PPN)258061332 035 $a(EXLCZ)995590000000487522 100 $a20210619d2021 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aData Science and Medical Informatics in Healthcare Technologies /$fby Nguyen Thi Dieu Linh, Zhongyu (Joan) Lu 205 $a1st ed. 2021. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2021. 215 $a1 online resource (91 pages) 225 1 $aSpringerBriefs in Forensic and Medical Bioinformatics,$x2196-8853 311 $a981-16-3028-3 311 $a981-16-3031-3 327 $a1. A Value of Data Science in the Medical Informatics: An Overview -- 2. Data science in Medical Informatics: Challenges and Opportunities -- 3. Eminent Role of Machine Learning in the Healthcare Data Management -- 4. Potential and Adoption of Data Science in the Healthcare Analytics -- 5. Emerging Advancement of Data Science in the Healthcare Informatics. 330 $aThis book highlights a timely and accurate insight at the endeavour of the bioinformatics and genomics clinicians from industry and academia to address the societal needs. The contents of the book unearth the lacuna between the medication and treatment in the current preventive medicinal and pharmaceutical system. It contains chapters prepared by experts in life sciences along with data scientists for examining the circumstances of health care system for the next decade. It also highlights the automated processes for analyzing data in clinical trial research, specifically for drug development. Additionally, the data science solutions provided in this book help pharmaceutical companies to improve on what had historically been manual, costly and laborious process for cross-referencing research in clinical trials on drug development, while laying the groundwork for use with a full range of other drugs for the conditions ranging from tuberculosis, to diabetes, to heart attacks and many others. 410 0$aSpringerBriefs in Forensic and Medical Bioinformatics,$x2196-8853 606 $aComputational intelligence 606 $aMedical informatics 606 $aArtificial intelligence$xData processing 606 $aQuantitative research 606 $aBig data 606 $aInternet of things 606 $aComputational Intelligence 606 $aHealth Informatics 606 $aData Science 606 $aData Analysis and Big Data 606 $aBig Data 606 $aInternet of Things 606 $aInformàtica mèdica$2thub 606 $aBioinformàtica$2thub 608 $aLlibres electrònics$2thub 615 0$aComputational intelligence. 615 0$aMedical informatics. 615 0$aArtificial intelligence$xData processing. 615 0$aQuantitative research. 615 0$aBig data. 615 0$aInternet of things. 615 14$aComputational Intelligence. 615 24$aHealth Informatics. 615 24$aData Science. 615 24$aData Analysis and Big Data. 615 24$aBig Data. 615 24$aInternet of Things. 615 7$aInformàtica mèdica 615 7$aBioinformàtica 676 $a006.3 700 $aLinh$b Nguyen Thi Dieu$01215595 702 $aLu$b Zhongyu 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910485591403321 996 $aData science and medical informatics in healthcare technologies$92808892 997 $aUNINA