Internet Technology Letters · 2019 · 112 citations · 21 references
ComputingCloud ComputingComputer ScienceArtificial IntelligenceInternet Of ThingsMachine LearningDigital Health SystemsFog ComputingBlockchain In HealthcareConceptual Model DevelopmentFog Computing ArchitectureHealthcare Internet Of ThingsHealthcare Iot ArchitectureMachine Learning For Health MonitoringMachine Learning For HealthcareSmart Healthcare Services
Modern industry employs technologies for automation that may include Internet of Things (IoT), Cloud and/or Fog Computing, 5G as well as Artificial Intelligence (AI), Machine Learning (ML), or Blockchain. Currently, a part of research for the new industrial era is in the direction of improving healthcare services. This work throws light on some of the major challenges in providing affordable, efficient, secure and reliable healthcare from the viewpoint of computer and medical sciences. We describe a vision of how a holistic model can fulfill the growing demands of healthcare industry, and explain a conceptual model that can provide a complete solution for these increasing demands. In our model, we elucidate the components and their interaction at different levels, leveraging state‐of‐the art technologies in IoT, Fog computing, AI, ML and Blockchain. We finally describe current trends in this field and propose future directions to explore emerging paradigms and technologies on evolution of healthcare leveraging next generation computing systems.
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Heiner Lasi, Peter Fettke, Hans-Georg Kemper et al. · Business & Information Systems Engineering · 2014 · 4.1K citations
Engineering, Information Systems, Information Technology +10
The Internet of Things for Health Care: A Comprehensive Survey
S. M. Riazul Islam, Daehan Kwak, Md. Humaun Kabir et al. · IEEE Access · 2015 · 3K citations · Full text
A Deep Learning Approach for Network Intrusion Detection System
Ahmad Y. Javaid, Quamar Niyaz, Weiqing Sun et al. · 2016 · 1.2K citations · Full text