05251nam a22006375i 4500 978-3-031-56818-3 DE-He213 20251030112910.0 cr nn 008mamaa 240825s2024 sz | s |||| 0|eng d 9783031568183 978-3-031-56818-3 10.1007/978-3-031-56818-3 doi TK5101-5105.9 TJK bicssc TEC041000 bisacsh TJK thema Data Science and Artificial Intelligence for Digital Healthcare [electronic resource] : Communications Technologies for Epidemic Models / edited by Pradeep Kumar Singh, Marcello Trovati, Fionn Murtagh, Mohammed Atiquzzaman, Mohsen Farid. 1st ed. 2024. Cham : Springer International Publishing : Imprint: Springer, 2024. XI, 284 p. 114 illus., 97 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Signals and Communication Technology, 1860-4870 Introduction -- PART-1: PANDEMIC MODELS USING DATA SCIENCE AND ARTIFICIAL INTELLIGENCE -- Data science for preventive care -- Artificial intelligence and deep learning for epidemic models -- Data analytics and cognitive computing for mobile digital health -- Multimedia big data for digital health and related topics -- PART-2: ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING IN HEALTHCARE 4.0 -- Artificial intelligence and deep learning for clinical diagnosis -- AI- supported healthcare in IoT-cloud based platforms -- AI- empowered big data analytics and cognitive computing for smart health monitoring -- AI and ML techniques for intelligent mobile digital health solutions -- PART-3: IoT, EDGE/FOG AND CLOUD IN DIGITAL HEALTHCARE -- Wireless sensor networks & IoT for digital health -- Internet of Medical Things (IoMT) in digital health -- Advanced AIIoT convergent services, systems, infrastructure, and techniques for healthcare -- AI-supported IoT data analytics for smart healthcare -- Fog/edge Computing for digital health -- PART-4: DISTRIBUTED LEDGER AND SECURITY SOLUTIONS FOR DIGITAL HEALTHCARE RECORDS -- Block chain based electronic health record -- Blockchain for digital health Security -- Cyber Physical Systems for digital healthcare records -- Cryptography and other security solutions for the digital healthcare -- PART-5: INNOVATIVE SOLUTIONS IN MOBILE DIGITAL HEALTHCARE -- Computer aided detection and diagnosis -- Elderly smart health monitoring environments and related topics -- Conclusion. This book explores current research and development in the area of digital healthcare using recent technologies such as data science and artificial intelligence. The authors discuss how data science, AI, and mobile technologies provide the fundamental backbone to digital healthcare, presenting each technology separately as well covering integrated solutions. The book also focuses on the integration of different multi-disciplinary approaches along with examples and case studies. In order to identify the challenges with security and privacy issues, relevant block chain technologies are identified and discussed. Social aspects related to digital solutions and platforms for healthcare are also discussed and analyzed. The book aims to present high quality, technical contributions in the field of mobile digital healthcare using technologies such as AI, deep learning, IoT and distributed cloud computing. Telecommunication. Cooperating objects (Computer systems). 64303 Medical informatics. 60693 Artificial intelligence. 58441 Artificial intelligence Data processing. Communications Engineering, Networks. Cyber-Physical Systems. 65638 Health Informatics. Artificial Intelligence. 58441 Data Science. Singh, Pradeep Kumar. editor. (orcid)0000-0002-7676-9014 https://orcid.org/0000-0002-7676-9014 edt http://id.loc.gov/vocabulary/relators/edt 80459 Trovati, Marcello. editor. edt http://id.loc.gov/vocabulary/relators/edt 82838 Murtagh, Fionn. editor. (orcid)0000-0002-0589-6892 https://orcid.org/0000-0002-0589-6892 edt http://id.loc.gov/vocabulary/relators/edt 82839 Atiquzzaman, Mohammed. editor. edt http://id.loc.gov/vocabulary/relators/edt 82840 Farid, Mohsen. editor. edt http://id.loc.gov/vocabulary/relators/edt 82841 SpringerLink (Online service) Springer Nature eBook Printed edition: 9783031568176 Printed edition: 9783031568190 Printed edition: 9783031568206 Signals and Communication Technology, 1860-4870 18936 https://doi.org/10.1007/978-3-031-56818-3 ZDB-2-SME ZDB-2-SXM 62706 62706