Edge intelligence and Internet of Things in healthcare: A survey

SU Amin, MS Hossain - Ieee Access, 2020 - ieeexplore.ieee.org
With the advent of new technologies and the fast pace of human life, patients today require a
sophisticated and advanced smart healthcare framework that is tailored to suit their …

Trends in IoT based solutions for health care: Moving AI to the edge

L Greco, G Percannella, P Ritrovato, F Tortorella… - Pattern recognition …, 2020 - Elsevier
In recent times, we assist to an ever growing diffusion of smart medical sensors and Internet
of things devices that are heavily changing the way healthcare is approached worldwide. In …

Edge intelligence for empowering IoT-based healthcare systems

V Hayyolalam, M Aloqaily, Ö Özkasap… - IEEE Wireless …, 2021 - ieeexplore.ieee.org
The demand for real-time, affordable, and efficient smart healthcare services is increasing
exponentially due to the technological revolution and burst of population. To meet the …

Edge computing in smart health care systems: Review, challenges, and research directions

M Hartmann, US Hashmi… - Transactions on Emerging …, 2022 - Wiley Online Library
Today, patients are demanding a newer and more sophisticated health care system, one
that is more personalized and matches the speed of modern life. For the latency and energy …

Edge computing for Internet of Things: A survey, e-healthcare case study and future direction

PP Ray, D Dash, D De - Journal of Network and Computer Applications, 2019 - Elsevier
The world has recently witnessed the emergence of huge technological growth in the field of
data transmission and smart living through various modes of information and communication …

[HTML][HTML] Leveraging IoT-aware technologies and AI techniques for real-time critical healthcare applications

AT Shumba, T Montanaro, I Sergi, L Fachechi… - Sensors, 2022 - mdpi.com
Personalised healthcare has seen significant improvements due to the introduction of health
monitoring technologies that allow wearable devices to unintrusively monitor physiological …

Big data based hybrid machine learning model for improving performance of medical Internet of Things data in healthcare systems

M Rashid, H Singh, V Goyal, SA Parah… - Healthcare Paradigms in …, 2021 - Elsevier
A lot of data is getting generated and captured in Internet of Things (IoT) based devices
related to healthcare systems. This data is real time and unstructured in nature. However …

Energy-efficient edge based real-time healthcare support system

S Abirami, P Chitra - Advances in computers, 2020 - Elsevier
The ubiquitous usage of wearable IoT (wIoT) devices has created a formidable opportunity
for remote health monitoring system to provide paramount services such as preventive care …

Artificial intelligence of things for smarter healthcare: a survey of advancements, challenges, and opportunities

S Baker, W Xiang - IEEE Communications Surveys & Tutorials, 2023 - ieeexplore.ieee.org
Healthcare systems are under increasing strain due to a myriad of factors, from a steadily
ageing global population to the current COVID-19 pandemic. In a world where we have …

Emphasizing privacy and security of edge intelligence with machine learning for healthcare

S Rajendran, SK Mathivanan, P Jayagopal… - International Journal of …, 2022 - emerald.com
Purpose Artificial Intelligence (AI) has surpassed expectations in opening up different
possibilities for machines from different walks of life. Cloud service providers are pushing …