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Journal ArticleDOI

Smart health monitoring systems: an overview of design and modeling.

TLDR
The main aim is to review current state of the art monitoring systems and to perform extensive and an in-depth analysis of the findings in the area of smart health monitoring systems.
Abstract
Health monitoring systems have rapidly evolved during the past two decades and have the potential to change the way health care is currently delivered. Although smart health monitoring systems automate patient monitoring tasks and, thereby improve the patient workflow management, their efficiency in clinical settings is still debatable. This paper presents a review of smart health monitoring systems and an overview of their design and modeling. Furthermore, a critical analysis of the efficiency, clinical acceptability, strategies and recommendations on improving current health monitoring systems will be presented. The main aim is to review current state of the art monitoring systems and to perform extensive and an in-depth analysis of the findings in the area of smart health monitoring systems. In order to achieve this, over fifty different monitoring systems have been selected, categorized, classified and compared. Finally, major advances in the system design level have been discussed, current issues facing health care providers, as well as the potential challenges to health monitoring field will be identified and compared to other similar systems.

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Citations
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Journal ArticleDOI

Data Mining for Wearable Sensors in Health Monitoring Systems: A Review of Recent Trends and Challenges

TL;DR: A recent review of the latest methods and algorithms used to analyze data from wearable sensors used for physiological monitoring of vital signs in healthcare services and a number of key challenges have been outlined for data mining methods in health monitoring systems.
Proceedings Article

A Wireless Sensor Network.

TL;DR: Three hardware platforms that addresses the needs of wireless sensor netwoks are presented that produces Operating system concepts for refining concurrency mechanisms and the full realization of the general architecture is represented.
Journal ArticleDOI

The use of photoplethysmography for assessing hypertension

TL;DR: Although the technology is not yet mature, it is anticipated that in the near future, accurate, continuous BP measurements may be available from mobile and wearable devices given their vast potential.
Journal ArticleDOI

Remote patient monitoring: a comprehensive study

TL;DR: This study provides a review of the recent advances in remote healthcare and monitoring in both with-contact and contactless methods and discusses some issues available in most systems.
Journal ArticleDOI

Smart health

TL;DR: The managerial implication of this article is that organizations can use the findings of the critical analysis to reinforce their strategic arrangement of smart systems and big data in the healthcare context, and hence better leverage them for sustainable organizational invention.
References
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Journal ArticleDOI

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Proceedings ArticleDOI

Evaluation of Remote Monitoring in Home Health Care

TL;DR: The Visiting Nurse of New York tested the impact of remote monitors on a sample of 132 patients compared to a matched control group and indicated that regardless of diagnosis, the rate of hospitalization for the control group was 45.5% and for the remote monitoring group it was 35.6%.
Journal ArticleDOI

Statistics-based alarms from sequential physiological measurements

TL;DR: An anaesthesia alarm system that responds in a more clinically appropriate manner than current threshold alarms, and processed systolic arterial pressure data to create a mathematically straightforward statistical tool for sampling intervals up to 5 min.
Proceedings ArticleDOI

Intelligent Monitoring of Critical Pathological Events during Anesthesia

TL;DR: The development of an expert diagnostic alarm system called 'RT- SAAM' for detecting critical pathological events in the operating theatre is presented and provides decision support to the anesthetist by presenting the diagnostic results on an integrative, ergonomic display and thus enhancing patient safety.
Proceedings ArticleDOI

Mobile web server for elderly people monitoring

TL;DR: A mobile system for monitoring of moving objects, namely tracking elderly people, which aims to provide help for people with some kind of memory loss disease, namely Alzheimerpsilas is proposed.
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