Edge computing with artificial intelligence: A machine learning perspective

H Hua, Y Li, T Wang, N Dong, W Li, J Cao - ACM Computing Surveys, 2023 - dl.acm.org
Recent years have witnessed the widespread popularity of Internet of things (IoT). By
providing sufficient data for model training and inference, IoT has promoted the development …

Deep learning techniques for classification of electroencephalogram (EEG) motor imagery (MI) signals: A review

H Altaheri, G Muhammad, M Alsulaiman… - Neural Computing and …, 2023 - Springer
The brain–computer interface (BCI) is an emerging technology that has the potential to
revolutionize the world, with numerous applications ranging from healthcare to human …

Federated learning-based AI approaches in smart healthcare: concepts, taxonomies, challenges and open issues

A Rahman, MS Hossain, G Muhammad, D Kundu… - Cluster computing, 2023 - Springer
Abstract Federated Learning (FL), Artificial Intelligence (AI), and Explainable Artificial
Intelligence (XAI) are the most trending and exciting technology in the intelligent healthcare …

A comprehensive survey on multimodal medical signals fusion for smart healthcare systems

G Muhammad, F Alshehri, F Karray, A El Saddik… - Information …, 2021 - Elsevier
Smart healthcare is a framework that utilizes technologies such as wearable devices, the
Internet of Medical Things (IoMT), sophisticated machine learning algorithms, and wireless …

A comprehensive survey of the Internet of Things (IoT) and AI-based smart healthcare

F Alshehri, G Muhammad - IEEE access, 2020 - ieeexplore.ieee.org
Smart health care is an important aspect of connected living. Health care is one of the basic
pillars of human need, and smart health care is projected to produce several billion dollars …

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 …

Mobile edge computing enabled 5G health monitoring for Internet of medical things: A decentralized game theoretic approach

Z Ning, P Dong, X Wang, X Hu, L Guo… - IEEE Journal on …, 2020 - ieeexplore.ieee.org
The prompt evolution of Internet of Medical Things (IoMT) promotes pervasive in-home
health monitoring networks. However, excessive requirements of patients result in …

Challenges and opportunities in IoT healthcare systems: a systematic review

S Selvaraj, S Sundaravaradhan - SN Applied Sciences, 2020 - Springer
In this study, the latest research articles which are involved in the Internet of Things (IoT)
based healthcare system are analyzed as the IoT is growing enormously in the healthcare …

Deep learning for IoT big data and streaming analytics: A survey

M Mohammadi, A Al-Fuqaha, S Sorour… - … Surveys & Tutorials, 2018 - ieeexplore.ieee.org
In the era of the Internet of Things (IoT), an enormous amount of sensing devices collect
and/or generate various sensory data over time for a wide range of fields and applications …

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 …