Federated Learning Under Evolving Distribution Shifts. [PDF]
Tan X +7 more
europepmc +1 more source
Artificial intelligence in preclinical epilepsy research: Current state, potential, and challenges
Abstract Preclinical translational epilepsy research uses animal models to better understand the mechanisms underlying epilepsy and its comorbidities, as well as to analyze and develop potential treatments that may mitigate this neurological disorder and its associated conditions. Artificial intelligence (AI) has emerged as a transformative tool across
Jesús Servando Medel‐Matus +7 more
wiley +1 more source
Privacy-preserving multimodal federated learning pipeline for cyber-resilient healthcare systems. [PDF]
Tanvir MIM +4 more
europepmc +1 more source
Abstract Objective While epilepsy research has largely focused on medical management and clinical outcomes, less attention has been given to the unmet psychosocial and everyday needs of people with epilepsy (PWE), particularly in low‐ and middle‐income countries.
Gus A. Baker +52 more
wiley +1 more source
Correction: Securing Federated Learning With Blockchain in the Medical Field: Systematic Literature Review. [PDF]
Wang X +8 more
europepmc +1 more source
Widening participation in the International League Against Epilepsy: Looking to the future
Abstract The International League Against Epilepsy (ILAE) is a global organization dedicated to improving the lives of people with epilepsy through education, research, and advocacy. Recognizing the need for broader engagement and multidisciplinary collaboration, the ILAE has established five sections: Young Epilepsy Section (YES), Nursing, Social Work
J. Helen Cross +13 more
wiley +1 more source
IMFLKD: an incentive mechanism for decentralized federated learning based on knowledge distillation. [PDF]
Ying X, Yan K, Gao X, Huang J.
europepmc +1 more source
ABSTRACT Objective While loss of control (LOC) eating is associated with poor outcomes following metabolic and bariatric surgery (MBS), the mechanisms driving it are less understood. This study used momentary, naturalistic data to examine glucose as a biological correlate of LOC eating after Roux‐en‐Y gastric bypass (RYGB).
Gail A. Kerver +6 more
wiley +1 more source
Threshold-adaptive pruning with multi-key homomorphic encryption for communication-efficient secure federated learning. [PDF]
Guo J, Liu R, Xing J.
europepmc +1 more source
Ensemble Deep Learning–Based Wind Power Forecasting With Self‐Adaptive Osprey Optimization Algorithm
Design of Self‐Adaptive Osprey (SAO) algorithm: The novel SAO algorithm is designed by integrating the exploration capability of the conventional Osprey algorithm by including the self‐adaptiveness for enhancing the convergence rate. Ensemble Deep Learning for wind power forecasting: The wind forecasting is employed using the proposed Ensemble learning
Johncy Bai Johnson +3 more
wiley +1 more source

