An effective training scheme for deep neural network in edge computing enabled Internet of medical things (IoMT) systems

IV Pustokhina, DA Pustokhin, D Gupta, A Khanna… - IEEE …, 2020 - ieeexplore.ieee.org
At present times, the real-time requirement on the multiaccess healthcare monitoring system,
information mining, and efficient disease diagnosis of health conditions is a difficult process …

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 …

Internet of things and deep learning enabled healthcare disease diagnosis using biomedical electrocardiogram signals

A Khanna, P Selvaraj, D Gupta, TH Sheikh… - Expert …, 2023 - Wiley Online Library
With recent advancements in the internet of things (IoT), wearables, and sensing
technologies, the quality of healthcare services gets improved and it caused a shift from …

[HTML][HTML] Real-time remote health monitoring system driven by 5G MEC-IoT

Y Zhang, G Chen, H Du, X Yuan, M Kadoch, M Cheriet - Electronics, 2020 - mdpi.com
Telemedicine over Internet of Things (IoT) generates an unprecedented amount of data,
which further requires transmission, analysis, and storage. Deploying cloud computing to …

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 …

Internet of things (IoT) based smart healthcare system for efficient diagnostics of health parameters of patients in emergency care

A Balasundaram, S Routray, AV Prabu… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
The Internet of Things (IoT) has been instrumental in bringing about several advancements
and innovations in the domain of healthcare. Healthcare professionals are essentially life …

[HTML][HTML] Remote patient monitoring and classifying using the internet of things platform combined with cloud computing

S Iranpak, A Shahbahrami, H Shakeri - Journal of Big Data, 2021 - Springer
Many researchers have recently considered patients' health and provided an optimal and
appropriate solution. With the advent of technologies such as cloud computing, Internet of …

An edge AI-enabled IoT healthcare monitoring system for smart cities

VK Rathi, NK Rajput, S Mishra, BA Grover… - Computers & Electrical …, 2021 - Elsevier
Healthcare systems have significantly benefited from Artificial Intelligence (AI) and the
Internet of Things (IoT). The vital signs of patients can be continuously monitored using the …

Artificial intelligence and internet of things enabled disease diagnosis model for smart healthcare systems

RF Mansour, A El Amraoui, I Nouaouri, VG Díaz… - IEEE …, 2021 - ieeexplore.ieee.org
The recent advancements in Internet of Things (IoT), cloud computing, and Artificial
Intelligence (AI) transformed the conventional healthcare system into smart healthcare. By …

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 …