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 …

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 …

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 …

[كتاب][B] Healthcare data analytics

CK Reddy, CC Aggarwal - 2015‏ - books.google.com
Supplying a comprehensive overview of healthcare analytics research, Healthcare Data
Analytics provides an understanding of the analytical techniques currently available to solve …

Knowledge graphs and explainable ai in healthcare

E Rajabi, S Kafaie - Information, 2022‏ - mdpi.com
Building trust and transparency in healthcare can be achieved using eXplainable Artificial
Intelligence (XAI), as it facilitates the decision-making process for healthcare professionals …

Use of wearable sensors for pregnancy health and environmental monitoring: Descriptive findings from the perspective of patients and providers

J Runkle, M Sugg, D Boase, SL Galvin… - Digital …, 2019‏ - journals.sagepub.com
Background Wearable sensors and other smart technology may be especially beneficial in
providing remote monitoring of sub-clinical changes in pregnancy health status. Yet, limited …

Hierarchical activity recognition for dementia care using Markov Logic Network

KS Gayathri, S Elias, B Ravindran - Personal and Ubiquitous Computing, 2015‏ - Springer
Statistics reveal that globally, the aging population in different stages of dementia are
struggling to cope with daily activities and are progressively becoming dependent on care …

A review of big data applications of physiological signal data

C Orphanidou - Biophysical reviews, 2019‏ - Springer
The proliferation of smart physiological signal monitoring sensors, combined with the
advancement of telemetry and intelligent communication systems, has led to an explosion in …

Machine and deep learning algorithms for wearable health monitoring

C Fei, R Liu, Z Li, T Wang, FN Baig - Computational intelligence in …, 2021‏ - Springer
Because people desire a high quality of life, health is a vital standard of living factor that is
attracting considerable attention. Thus, the development of methods that enable rapid and …