LEADER 04388nam 22006375 450 001 9910483131203321 005 20200701002005.0 010 $a3-662-61114-7 024 7 $a10.1007/978-3-662-61114-2 035 $a(CKB)4100000010770848 035 $a(MiAaPQ)EBC6303106 035 $a(DE-He213)978-3-662-61114-2 035 $a(PPN)243225792 035 $a(EXLCZ)994100000010770848 100 $a20200323d2020 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aAdvanced Computational Intelligence in Healthcare-7 $eBiomedical Informatics /$fedited by Ilias Maglogiannis, Sheryl Brahnam, Lakhmi C. Jain 205 $a1st ed. 2020. 210 1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2020. 215 $a1 online resource (xii, 160 pages) $cillustrations 225 1 $aStudies in Computational Intelligence,$x1860-949X ;$v891 311 $a3-662-61112-0 327 $aHuman-Machine Interfaces for Motor Rehabilitation -- Passive Emotion Recognition Using Smartphone Sensing Data -- Intelligent and Immersive Visual Analytics of Health Data -- Interactive Key Process Indicators for obesity modelling using Process Mining -- Recent Machine Learning Approaches for single-cell RNA-seq data analysis -- A review on state-of-the-art computer-based approaches for the early recognition of malignant melanoma -- Cardiovascular Disease Stratification based on ultrasound images of the carotid artery -- Forecasting and Prevention mechanisms using Social Media in Healthcare -- Security and Privacy Issues for Intelligent Cloud-based Health Systems. 330 $aThis book presents state-of-the-art works and systematic reviews in the emerging field of computational intelligence (CI) in electronic health care. The respective chapters present surveys and practical examples of artificial intelligence applications in the areas of Human-Machine Interface (HMI) and affective computing, machine learning, big health data and visualization analytics, computer vision and medical image analysis. The book also addresses new and emerging topics in CI for health care such as the utilization of Social Media (SM) and the introduction of new intelligent paradigms in the security and privacy domains, which are critical for the health sector. The chapters, while of course not exhaustively addressing all the possible aspects of the aforementioned areas, are indicative of the dynamic nature of interdisciplinary research being pursued. Accordingly, the book is intended not only for researchers in the respective fields, but also for medical and administrative personnel working in the health sector, as well as managers and stakeholders responsible for making strategic decisions and defining public health policies. 410 0$aStudies in Computational Intelligence,$x1860-949X ;$v891 606 $aComputational intelligence 606 $aArtificial intelligence 606 $aBiomedical engineering 606 $aHealth informatics 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 $aBiomedical Engineering and Bioengineering$3https://scigraph.springernature.com/ontologies/product-market-codes/T2700X 606 $aHealth Informatics$3https://scigraph.springernature.com/ontologies/product-market-codes/H28009 615 0$aComputational intelligence. 615 0$aArtificial intelligence. 615 0$aBiomedical engineering. 615 0$aHealth informatics. 615 14$aComputational Intelligence. 615 24$aArtificial Intelligence. 615 24$aBiomedical Engineering and Bioengineering. 615 24$aHealth Informatics. 676 $a610.28563 702 $aMaglogiannis$b Ilias$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aBrahnam$b Sheryl$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aJain$b Lakhmi C$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910483131203321 996 $aAdvanced Computational Intelligence in Healthcare-7$92102096 997 $aUNINA