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020 _a9783031568183
_9978-3-031-56818-3
024 7 _a10.1007/978-3-031-56818-3
_2doi
050 4 _aTK5101-5105.9
072 7 _aTJK
_2bicssc
072 7 _aTEC041000
_2bisacsh
072 7 _aTJK
_2thema
245 1 0 _aData Science and Artificial Intelligence for Digital Healthcare
_h[electronic resource] :
_bCommunications Technologies for Epidemic Models /
_cedited by Pradeep Kumar Singh, Marcello Trovati, Fionn Murtagh, Mohammed Atiquzzaman, Mohsen Farid.
250 _a1st ed. 2024.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2024.
300 _aXI, 284 p. 114 illus., 97 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aSignals and Communication Technology,
_x1860-4870
505 0 _aIntroduction -- 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.
520 _aThis 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.
650 0 _aTelecommunication.
650 0 _aCooperating objects (Computer systems).
_964303
650 0 _aMedical informatics.
_960693
650 0 _aArtificial intelligence.
_958441
650 0 _aArtificial intelligence
_xData processing.
650 1 4 _aCommunications Engineering, Networks.
650 2 4 _aCyber-Physical Systems.
_965638
650 2 4 _aHealth Informatics.
650 2 4 _aArtificial Intelligence.
_958441
650 2 4 _aData Science.
700 1 _aSingh, Pradeep Kumar.
_eeditor.
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700 1 _aTrovati, Marcello.
_eeditor.
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700 1 _aMurtagh, Fionn.
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700 1 _aAtiquzzaman, Mohammed.
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700 1 _aFarid, Mohsen.
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_982841
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031568176
776 0 8 _iPrinted edition:
_z9783031568190
776 0 8 _iPrinted edition:
_z9783031568206
830 0 _aSignals and Communication Technology,
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856 4 0 _uhttps://doi.org/10.1007/978-3-031-56818-3
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