[HTML][HTML] Data mining for wearable sensors in health monitoring systems: a review of recent trends and challenges

H Banaee, MU Ahmed, A Loutfi - Sensors, 2013 - mdpi.com
The past few years have witnessed an increase in the development of wearable sensors for
health monitoring systems. This increase has been due to several factors such as …

Mobile and wearable sensors for data-driven health monitoring system: State-of-the-art and future prospect

CV Anikwe, HF Nweke, AC Ikegwu… - Expert Systems with …, 2022 - Elsevier
Mobile and wearable devices embedded with multiple sensors for health monitoring and
disease diagnosis are growing fields with the potential to provide efficient means for remote …

Wearable sensors for remote health monitoring

S Majumder, T Mondal, MJ Deen - Sensors, 2017 - mdpi.com
Life expectancy in most countries has been increasing continually over the several few
decades thanks to significant improvements in medicine, public health, as well as personal …

Windows into human health through wearables data analytics

DR Witt, RA Kellogg, MP Snyder, J Dunn - Current opinion in biomedical …, 2019 - Elsevier
Background Wearable sensors (wearables) have been commonly integrated into a wide
variety of commercial products and are increasingly being used to collect and process raw …

Smart wearable systems: Current status and future challenges

M Chan, D Estève, JY Fourniols, C Escriba… - Artificial intelligence in …, 2012 - Elsevier
OBJECTIVE: Extensive efforts have been made in both academia and industry in the
research and development of smart wearable systems (SWS) for health monitoring (HM) …

Anomaly detection framework for wearables data: a perspective review on data concepts, data analysis algorithms and prospects

JS Sunny, CPK Patro, K Karnani, SC Pingle, F Lin… - Sensors, 2022 - mdpi.com
Wearable devices use sensors to evaluate physiological parameters, such as the heart rate,
pulse rate, number of steps taken, body fat and diet. The continuous monitoring of …

Wearable sensors for human activity monitoring: A review

SC Mukhopadhyay - IEEE sensors journal, 2014 - ieeexplore.ieee.org
An increase in world population along with a significant aging portion is forcing rapid rises in
healthcare costs. The healthcare system is going through a transformation in which …

Smart consumer wearables as digital diagnostic tools: a review

S Chakrabarti, N Biswas, LD Jones, S Kesari, S Ashili - Diagnostics, 2022 - mdpi.com
The increasing usage of smart wearable devices has made an impact not only on the
lifestyle of the users, but also on biological research and personalized healthcare services …

Review of wearable devices and data collection considerations for connected health

V Vijayan, JP Connolly, J Condell, N McKelvey… - Sensors, 2021 - mdpi.com
Wearable sensor technology has gradually extended its usability into a wide range of well-
known applications. Wearable sensors can typically assess and quantify the wearer's …

Machine learning for healthcare wearable devices: the big picture

F Sabry, T Eltaras, W Labda, K Alzoubi… - Journal of Healthcare …, 2022 - Wiley Online Library
Using artificial intelligence and machine learning techniques in healthcare applications has
been actively researched over the last few years. It holds promising opportunities as it is …