Results 201 to 210 of about 91,570 (234)

Proximal guided hybrid federated learning approach with parameter efficient adaptive intelligence for pneumonia diagnosis. [PDF]

Sci Rep
P K, P S, Ar NK.
europepmc   +1 more source

Load balancing for cloud computing using optimized cluster based federated learning. [PDF]

Sci Rep
Chennam KK, V UM, Aluvalu R, Chinthaginjala R, AbWahab M, Zhao X, Tolba A.   +6 more
europepmc   +1 more source

Machine Learning for Predictive Modeling in Nanomedicine‐Based Cancer Drug Delivery

Med Research, EarlyView.
The integration of AI/ML into nanomedicine offers a transformative approach to therapeutic design and optimization. Unlike conventional empirical methods, AI/ML models (such as classification, regression, and neural networks) enable the analysis of complex clinical and formulation datasets to predict optimal nanoparticle characteristics and therapeutic
Rohan Chand Sahu, Sanchit Arora, Dinesh Kumar, Ashish Kumar Agrawal   +3 more
wiley   +1 more source

A Privacy-Preserving Approach to Health Insurance Fraud Detection Using Vertical Federated Learning. [PDF]

Sensors (Basel)
R RK, Paramarthalingam A, Kanthan H, Karthiban M.   +3 more
europepmc   +1 more source

Toward Super‐Resolution Reconstruction of Diffusion–Relaxation MRI Using Slice Excitation With Random Overlap (SERO)

Magnetic Resonance in Medicine, EarlyView.
ABSTRACT Purpose Diffusion MRI probes tissue microstructure, but low SNR and limited resolution hinder detection of features and parameter estimates. We introduce slice excitation with random overlap (SERO), which enables variable repetition times (TRs) and diffusion weighting within a single shot.
Felix Mortensen, Jakub Jurek, Jens Sjölund, Geraline Vis, Ronnie Wirestam, Malwina Molendowska, Andrzej Materka, Filip Szczepankiewicz   +7 more
wiley   +1 more source

Lightweight Federated Learning Approach for Resource-Constrained Internet of Things. [PDF]

Sensors (Basel)
Baqer M.
europepmc   +1 more source

Opening the Black Box of Nonprofit Reputation and Volunteer Attraction With Supervised Machine Learning

Nonprofit Management and Leadership, EarlyView.
ABSTRACT With the aim to explore the potential of machine learning for nonprofit research, this article contrasts traditional linear regression with four contemporary supervised machine learning approaches. Concretely, we predict (1) reputation ratings and (2) the total number of volunteers for 4021 non‐profit organizations in the U.S.
Moritz Schmid, Hannes Lampe, Jurgen Willems   +2 more
wiley   +1 more source

Mitigating semantic label divergence in federated learning: Obfuscated encoding and alert filtering for security monitoring. [PDF]

PLoS One
Lee Y, Im J, Kim J, Yoon M.
europepmc   +1 more source

T‐Cell Signaling Pathways, Including Exhaustion, Predominate in Unhealthy Visceral and Subcutaneous Adipose Tissues

Obesity, EarlyView.
ABSTRACT Objective Obesity is an imperfect correlate of metabolic health. Visceral adipose tissue (VAT) characteristics are considered determinants of poor health and subcutaneous adipose tissue (SAT) considered protective. There is a gap in knowledge regarding shared vs.
Sobha Puppala, Alyssa R. Hamann, Christina M. Stevens, Alistaire Ruggiero, Laura A. Cox, Kylie Kavanagh   +5 more
wiley   +1 more source

A hybrid federated learning framework with generative AI for privacy-preserving and sustainable security in IOT-enabled smart environments. [PDF]

Sci Rep
Ramalingam V, Kumar B, Gupta SK, Alsekait DM, AbdElminaam DS.   +4 more
europepmc   +1 more source