Privacy-preserving federated learning with optimized ensemble weighting and knowledge distillation for COVID-19 detection from non-IID medical imaging data

R Richard Annan H Hong Qin (School of Pharmaceutical Sciences) R Robert Newman M Madhuri Siddula L Letu Qingge

Article Details

Volume / Issue Vol. 16, Issue 1
Published April 18, 2026
ISSN 2045-2322
Publisher Nature Portfolio

Journal Info

Scientific Reports

Nature Portfolio

ISSN: 2045-2322 Open Access Life Sciences

Authors (5)

R

Richard Annan

H

Hong Qin

School of Pharmaceutical Sciences

R

Robert Newman

M

Madhuri Siddula

L

Letu Qingge