Edge AI for early detection of chronic diseases and the spread of infectious diseases: opportunities, challenges, and future directions

E Badidi - Future Internet, 2023 - mdpi.com
Edge AI, an interdisciplinary technology that enables distributed intelligence with edge
devices, is quickly becoming a critical component in early health prediction. Edge AI …

Edge AI with Wearable IoT: A Review on Leveraging Edge Intelligence in Wearables for Smart Healthcare

N Chawla, S Dalal - Green Internet of Things for Smart Cities, 2021 - taylorfrancis.com
IoT and artificial intelligence are currently two of the most relevant and trending pieces for
innovation and predictive analysis in healthcare. The benefit of using IoT and artificial …

Future of drug discovery: The synergy of edge computing, internet of medical things, and deep learning

M Jamshidi, O Moztarzadeh, A Jamshidi… - Future Internet, 2023 - mdpi.com
The global spread of COVID-19 highlights the urgency of quickly finding drugs and vaccines
and suggests that similar challenges will arise in the future. This underscores the need for …

Edge AI for Internet of Medical Things: A literature review

A Rocha, M Monteiro, C Mattos, M Dias… - Computers and …, 2024 - Elsevier
Abstract The Internet of Things (IoT) consists of heterogeneous devices such as wearables
and monitoring devices that collect data to provide autonomous decision-making and smart …

Deep federated learning for IoT-based decentralized healthcare systems

H Elayan, M Aloqaily, M Guizani - 2021 International Wireless …, 2021 - ieeexplore.ieee.org
Recent trends in the healthcare industry, such as the use of wearable IoT for continuous
health monitoring, are setting new requirements for healthcare systems that boost data …

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 …

Empowering healthcare IoT systems with hierarchical edge-based deep learning

I Azimi, J Takalo-Mattila, A Anzanpour… - Proceedings of the …, 2018 - dl.acm.org
Remote health monitoring is a powerful tool to provide preventive care and early
intervention for populations-at-risk. Such monitoring systems are becoming available …

[图书][B] Edge AI: Convergence of edge computing and artificial intelligence

X Wang, Y Han, VCM Leung, D Niyato, X Yan, X Chen - 2020 - Springer
As an important enabler for changing people's lives, advances in artificial intelligence (AI)-
based applications and services are on the rise, despite being hindered by efficiency and …

Federated learning for medical applications: A taxonomy, current trends, challenges, and future research directions

A Rauniyar, DH Hagos, D Jha… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
With the advent of the Internet of Things (IoT), artificial intelligence (AI), machine learning
(ML), and deep learning (DL) algorithms, the landscape of data-driven medical applications …

A framework for edge-assisted healthcare data analytics using federated learning

S Hakak, S Ray, WZ Khan… - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
With the emergence of wearable technology, IoT, and Edge computing, the nature of
healthcare is rapidly shifting towards digital health aided by these ICT technologies. At the …