Results 121 to 130 of about 129,870 (304)
CCM-FL: Covert communication mechanisms for federated learning in crowd sensing IoT
Digital Communications and NetworksThe past decades have witnessed a wide application of federated learning in crowd sensing, to handle the numerous data collected by the sensors and provide the users with precise and customized services.
Hongruo Zhang +4 more
doaj +1 more source
SpartanAnatomy.org: Evaluating a new interactive neuroradiology tool for early medical education
Anatomical Sciences Education, EarlyView.Abstract Teaching neuroanatomy through the lens of magnetic resonance imaging (MRI) offers medical students a strong foundation for success. However, many existing MRI learning resources lack interactivity and user‐friendliness, require payment, or include an overwhelming number of labeled structures.
Halie Kerver +3 more
wiley +1 more source
Detecting Electrocardiogram Arrhythmia Empowered With Weighted Federated Learning
IEEE AccessIn this study, a weighted federated learning approach is proposed for electrocardiogram (ECG) arrhythmia classification. The proposed approach considers the heterogeneity of data distribution among multiple clients in federated learning settings.
Rizwana Naz Asif +6 more
doaj +1 more source
Anatomical Sciences Education, EarlyView.Abstract Anecdotally, educational institutions without access to human remains may choose to import these from other countries; however, there is currently no published information illuminating the existence of this trade. This study therefore aimed to document the nature of international transfer of human remains for education, and explore anatomists'
Jackie Hazelhurst +7 more
wiley +1 more source
Transformer-Based Federated Learning Models for Recommendation Systems
IEEE AccessIn today’s data-driven environment, safeguarding user privacy is a top priority, particularly in machine learning applications. Our study introduces an innovative approach that combines the privacy-preserving attributes of federated learning with ...
M. Sujaykumar Reddy +2 more
doaj +1 more source
How the HTAR will contribute to a value‐based decision‐making for medicinal products across the EU
British Journal of Clinical Pharmacology, EarlyView.The European Union Health Technology Regulation 2021/2282 (HTAR) introduces joint assessment of health technologies (including medicinal products and medical devices) across EU Member States. It was signed into law in 2021 and came into full force in January 2025.
Roisin Adams, Michal Stanak
wiley +1 more source
Federated learning for automotive applications
Journal of Highway and Transportation Research and DevelopmentThis paper presents and evaluates a new distributed learning technology, called federated learning, and its applications in automotive systems. We review and classify existing approaches to federated learning, focusing on its implementation in connected ...
William Lindskog-Münzing +1 more
doaj +1 more source
A Vertical Federated Learning Framework for Graph Convolutional Network [PDF]
, 2021 Xiang Ni +4 more
openalex +1 more source
FLEX: Flexible Federated Learning Framework
Information FusionSubmitted to Information ...
F. Herrera +8 more
openaire +3 more sources