Big data analytics in healthcare

A Belle, R Thiagarajan… - BioMed research …, 2015 - Wiley Online Library
The rapidly expanding field of big data analytics has started to play a pivotal role in the
evolution of healthcare practices and research. It has provided tools to accumulate, manage …

[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 …

A health monitoring system for vital signs using IoT

KN Swaroop, K Chandu, R Gorrepotu, S Deb - Internet of Things, 2019 - Elsevier
This article presents the design of a real-time health monitoring system which can store a
patient's basic health parameters. The data can be made available to a medical practitioner …

Computational health informatics in the big data age: a survey

R Fang, S Pouyanfar, Y Yang, SC Chen… - ACM Computing …, 2016 - dl.acm.org
The explosive growth and widespread accessibility of digital health data have led to a surge
of research activity in the healthcare and data sciences fields. The conventional approaches …

Smart health monitoring systems: an overview of design and modeling

MM Baig, H Gholamhosseini - Journal of medical systems, 2013 - Springer
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 …

Mobile healthcare applications: system design review, critical issues and challenges

MM Baig, H GholamHosseini, MJ Connolly - Australasian physical & …, 2015 - Springer
Mobile phones are becoming increasingly important in monitoring and delivery of healthcare
interventions. They are often considered as pocket computers, due to their advanced …

Knowledge discovery in medicine: Current issue and future trend

N Esfandiari, MR Babavalian, AME Moghadam… - Expert Systems with …, 2014 - Elsevier
Data mining is a powerful method to extract knowledge from data. Raw data faces various
challenges that make traditional method improper for knowledge extraction. Data mining is …

Monitoring methods of human body joints: State-of-the-art and research challenges

AI Faisal, S Majumder, T Mondal, D Cowan, S Naseh… - Sensors, 2019 - mdpi.com
The world's population is aging: the expansion of the older adult population with multiple
physical and health issues is now a huge socio-economic concern worldwide. Among these …

Mobile health: Four emerging themes of research

U Varshney - Decision Support Systems, 2014 - Elsevier
Mobile health has been receiving a lot of attention from patients, healthcare professionals,
application developers, network service providers and researchers. Mobile health is more …

Hierarchical data fusion for smart healthcare

R Dautov, S Distefano, R Buyya - Journal of Big Data, 2019 - Springer
Abstract The Internet of Things (IoT) facilitates creation of smart spaces by converting
existing environments into sensor-rich data-centric cyber-physical systems with an …