[This corrects the article DOI: 10.3389/fmed.2024.1409314.].
Keywords: COVID-19 detection; adaptive differential privacy; convolutional neural network; decentralized training; federated learning; healthcare data privacy.
Copyright © 2024 Ahmed, Maddikunta, Gadekallu, Alshammari and Hendaoui.