Medical real-time data analytics system design aspects, reference architecture and evaluation
Date Issued
2018-09-17
Author(s)
Madevska Bogdanova, Ana
Abstract
This paper presents a medical distributed system whose
main goal is to enable real-time triage processing and further propagation of the data and patient history. The system uses various biosensors
and mobile devices, as well as additional communication equipment. The
system aims to ease the decision of priority in treatment, as well as to
further monitor and alarm state change.
We propose a novel approach for military and civil real-time data analytics. We introduce our data analytics platform and application model
and discuss their main design requirements and challenges, based on use
case scenarios. We analyze the system in the described scenarios, we test
the limitations of the system given the system architecture and evaluate
it. We present the obtained results.
main goal is to enable real-time triage processing and further propagation of the data and patient history. The system uses various biosensors
and mobile devices, as well as additional communication equipment. The
system aims to ease the decision of priority in treatment, as well as to
further monitor and alarm state change.
We propose a novel approach for military and civil real-time data analytics. We introduce our data analytics platform and application model
and discuss their main design requirements and challenges, based on use
case scenarios. We analyze the system in the described scenarios, we test
the limitations of the system given the system architecture and evaluate
it. We present the obtained results.
Subjects
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