[HTML][HTML] Applications of federated learning in mobile health: scoping review

T Wang, Y Du, Y Gong, KKR Choo, Y Guo - Journal of Medical Internet …, 2023 - jmir.org
Background The proliferation of mobile health (mHealth) applications is partly driven by the
advancements in sensing and communication technologies, as well as the integration of …

[HTML][HTML] Federated Learning: Navigating the Landscape of Collaborative Intelligence

K Lazaros, DE Koumadorakis, AG Vrahatis… - Electronics, 2024 - mdpi.com
As data become increasingly abundant and diverse, their potential to fuel machine learning
models is increasingly vast. However, traditional centralized learning approaches, which …

A Differentially Privacy Assisted Federated Learning Scheme to Preserve Data Privacy for IoMT Applications

A Barnawi, P Chhikara, R Tekchandani… - … on Network and …, 2024 - ieeexplore.ieee.org
The rapid development of Artificial Intelligence (AI) has had a significant impact on various
industries, including healthcare. The Internet of Medical Things (IoMT) has played a vital role …

Intelligent Monitoring System Based on ATmega Microcontrollers in Healthcare with Stress Reduce Effect

Z Abdiakhmetova, Z Temirbekova, G Turken - Computational Methods in …, 2023 - Springer
Ensuring the well-being of individuals is a crucial responsibility in today's society. The
Medical Internet of Things (MIoT) plays a significant role in the field of medicine and …

Predictive Measures to Tackle Mental Disorders During COVID-19

S Hoor-Ul-Ain, AA Khan, S Siddiqui, I Dey - Computational Methods in …, 2023 - Springer
The healthcare crisis emerged due to COVID-19 has escalated mental health predicaments
ranging from several mental diseases and disorders. Mental illnesses triggered in the …

IoMT and the Urban Tapestry: Weaving Healthcare Into Smart City Frameworks

J Kaur - Lightweight Digital Trust Architectures in the Internet of …, 2024 - igi-global.com
The incorporation of the internet of medical things (IoMT) into the urban tapestry inside smart
city frameworks holds the potential to bring about a significant change in the way healthcare …

Unleash Federated Machine Learning and Internet of Medical Things (IoMT) for Disease Screening and Enhancement of Smart Healthcare

B Singh, C Kaunert - Federated Learning for Smart Communication using … - taylorfrancis.com
Federated machine learning (FML) and the Internet of Medical Things (IoMT) have emerged
as crucial forces in the ever-changing field of healthcare technology, with the potential to …

Comparison of Unilateral Algorithms Based on Federated Learning in Smart Cities

Z Zhang, J Lai, F Cao, Y Guan… - … Conference on Internet …, 2023 - atlantis-press.com
With the continuous popularization of the concept of smart cities, the environmental issues in
smart cities have also received extensive attention. An important indicator reflecting the …