SmartHealth: IoT-Enabled Context-Aware 5G Ambient Cloud Platform

IoT in Healthcare and Ambient Assisted LivingStudies in Computational Intelligence(2021)

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摘要
In previous chapters, we have learned that world is revolutionizing every second and concept of ambient healthy living is taking pace. This chapter presents how the patients getting smart e-health ambient services at home would be shifted over cloud and IoT infrastructure for better collaboration with doctors. The medical field is overwhelmed with heterogenous big data that is coming in with velocity and formats. The opportunity is aroused to integrate big data analytics for achieving ambience in cloud for all sectors including healthcare community to find trends and patterns by mapping the electronic health records (EHRs) into universal data model to provide improved individualized care available in time saving lives with lowered cost through shared resources over cloud. The promise of emergence of SmartHealth into reality is conceived through evolving technologies in data science such as unsupervised and supervised learning to model unstructured data in compliance with HL7 HIPPA standards to find hidden patterns forming graph analytics or sequential patterns for parallel processing. The contribution therefore is given to converge all these platforms into single unified entity in form of SmartHealth 5G Context-Aware Cloud Platform over Cloud Intellect (Ci) that would be recognized as a by-product of standardized learning healthcare system given by Professor Freidman of Institute of Medicine (IOM) in future.
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关键词
ambient,cloud,iot-enabled,context-aware
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