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Open AccessJournal ArticleDOI

Smartphone Sensors for Health Monitoring and Diagnosis.

Sumit Majumder, +1 more
- 09 May 2019 - 
- Vol. 19, Iss: 9, pp 2164
TLDR
A comprehensive review of the state-of-the-art research and developments in smartphone-sensor based healthcare technologies is presented and a discussion on regulatory policies for medical devices and their implications in smartphones-based healthcare systems is presented.
Abstract
Over the past few decades, we have witnessed a dramatic rise in life expectancy owing to significant advances in medical science and technology, medicine as well as increased awareness about nutrition, education, and environmental and personal hygiene. Consequently, the elderly population in many countries are expected to rise rapidly in the coming years. A rapidly rising elderly demographics is expected to adversely affect the socioeconomic systems of many nations in terms of costs associated with their healthcare and wellbeing. In addition, diseases related to the cardiovascular system, eye, respiratory system, skin and mental health are widespread globally. However, most of these diseases can be avoided and/or properly managed through continuous monitoring. In order to enable continuous health monitoring as well as to serve growing healthcare needs; affordable, non-invasive and easy-to-use healthcare solutions are critical. The ever-increasing penetration of smartphones, coupled with embedded sensors and modern communication technologies, make it an attractive technology for enabling continuous and remote monitoring of an individual’s health and wellbeing with negligible additional costs. In this paper, we present a comprehensive review of the state-of-the-art research and developments in smartphone-sensor based healthcare technologies. A discussion on regulatory policies for medical devices and their implications in smartphone-based healthcare systems is presented. Finally, some future research perspectives and concerns regarding smartphone-based healthcare systems are described.

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References
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Journal ArticleDOI

Projections of Global Mortality and Burden of Disease from 2002 to 2030

TL;DR: These projections represent a set of three visions of the future for population health, based on certain explicit assumptions, which enable us to appreciate better the implications for health and health policy of currently observed trends, and the likely impact of fairly certain future trends.
Journal Article

Active ageing: a policy framework.

TL;DR: The paper presents the challenge of rapid ageing population, especially in developing countries, and it discusses the concept and the rational of the active ageing.
Journal ArticleDOI

A Survey on Wearable Sensor-Based Systems for Health Monitoring and Prognosis

TL;DR: A variety of system implementations are compared in an approach to identify the technological shortcomings of the current state-of-the-art in wearable biosensor solutions and evaluate the maturity level of the top current achievements in wearable health-monitoring systems.
Journal ArticleDOI

Deep Convolutional and LSTM Recurrent Neural Networks for Multimodal Wearable Activity Recognition

TL;DR: A generic deep framework for activity recognition based on convolutional and LSTM recurrent units, which is suitable for multimodal wearable sensors, does not require expert knowledge in designing features, and explicitly models the temporal dynamics of feature activations is proposed.
Journal ArticleDOI

Remote plethysmographic imaging using ambient light

TL;DR: Plethysmographic signals were measured remotely (>1m) using ambient light and a simple consumer level digital camera in movie mode as discussed by the authors, which may be useful for medical purposes such as characterization of vascular skin lesions and remote sensing of vital signs (e.g., heart and respiration rates) for triage or sports purposes.
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