LEADER 04777nam 22006735 450 001 9910484430103321 005 20200629114622.0 010 $a981-15-4112-4 024 7 $a10.1007/978-981-15-4112-4 035 $a(CKB)5280000000218591 035 $a(MiAaPQ)EBC6224961 035 $a(DE-He213)978-981-15-4112-4 035 $a(PPN)248596829 035 $a(EXLCZ)995280000000218591 100 $a20200608d2021 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aInternet of Things for Healthcare Technologies /$fedited by Chinmay Chakraborty, Amit Banerjee, Maheshkumar H. Kolekar, Lalit Garg, Basabi Chakraborty 205 $a1st ed. 2021. 210 1$aSingapore :$cSpringer Singapore :$cImprint: Springer,$d2021. 215 $a1 online resource (332 pages) 225 1 $aStudies in Big Data,$x2197-6503 ;$v73 311 $a981-15-4111-6 320 $aIncludes bibliographical references. 327 $aIntroduction to Technological advances in Healthcare -- Role of Big data analysis and Bio-electronics for upgrading healthcare technologies -- Automated Epileptic Seizure Detection in Clinical EEG using Frequency-Time Domain Features and Hidden Markov Model -- ECG Data Compression for IoT in Healthcare -- Prospects of Bioelectronics (IC enabled, flexible electronics, sensors, systems etc) for Biomedical Engineering and Healthcare in the information age -- Security and Privacy concerns in Healthcare -- Internet of Medical Things -- THz Sources and Detectors for Biomedical Application -- Big data analytics for Internet of Medical Things -- Biomedical Image Analysis: A Predictive Approach -- Missing data handling in medical questionnaires using hybrid methods. 330 $aThis book focuses on recent advances in the Internet of Things (IoT) in biomedical and healthcare technologies, presenting theoretical, methodological, well-established, and validated empirical work in these fields. Artificial intelligence and IoT are set to revolutionize all industries, but perhaps none so much as health care. Both biomedicine and machine learning applications are capable of analyzing data stored in national health databases in order to identify potential health problems, complications and effective protocols, and a range of wearable devices for biomedical and healthcare applications far beyond tracking individuals? steps each day has emerged. These prosthetic technologies have made significant strides in recent decades with the advances in materials and development. As a result, more flexible, more mobile chip-enabled prosthetics or other robotic devices are on the horizon. For example, IoT-enabled wireless ECG sensors that reduce healthcare cost, and lead to better quality of life for cardiac patients. This book focuses on three current trends that are likely to have a significant impact on future healthcare: Advanced Medical Imaging and Signal Processing; Biomedical Sensors; and Biotechnological and Healthcare Advances. It also presents new methods of evaluating medical data, and diagnosing diseases in order to improve general quality of life. 410 0$aStudies in Big Data,$x2197-6503 ;$v73 606 $aComputational intelligence 606 $aArtificial intelligence 606 $aBig data 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 $aBig Data$3https://scigraph.springernature.com/ontologies/product-market-codes/I29120 606 $aHealth Informatics$3https://scigraph.springernature.com/ontologies/product-market-codes/I23060 615 0$aComputational intelligence. 615 0$aArtificial intelligence. 615 0$aBig data. 615 0$aHealth informatics. 615 14$aComputational Intelligence. 615 24$aArtificial Intelligence. 615 24$aBig Data. 615 24$aHealth Informatics. 676 $a004.678 702 $aChakraborty$b Chinmay$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aBanerjee$b Amit$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aKolekar$b Maheshkumar H$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aGarg$b Lalit$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aChakraborty$b Basabi$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910484430103321 996 $aInternet of Things for Healthcare Technologies$92597961 997 $aUNINA