Evaluation of federated learning variations for COVID-19 diagnosis using chest radiographs from 42 US and European hospitals

Le Peng, Gaoxiang Luo, Andrew Walker, Zachary Zaiman, Emma K. Jones, Hemant Gupta, Kristopher Kersten, John L. Burns, Christopher A. Harle, Tanja Magoc, Benjamin Shickel, Scott D. Steenburg, Tyler J. Loftus, Genevieve B. Melton, Judy Wawira Gichoya, Ju Sun, Christopher J. Tignanelli. Evaluation of federated learning variations for COVID-19 diagnosis using chest radiographs from 42 US and European hospitals. JAMIA, 30(1):54-63, 2022. [doi]

Authors

Le Peng

This author has not been identified. Look up 'Le Peng' in Google

Gaoxiang Luo

This author has not been identified. Look up 'Gaoxiang Luo' in Google

Andrew Walker

This author has not been identified. It may be one of the following persons: Look up 'Andrew Walker' in Google

Zachary Zaiman

This author has not been identified. Look up 'Zachary Zaiman' in Google

Emma K. Jones

This author has not been identified. Look up 'Emma K. Jones' in Google

Hemant Gupta

This author has not been identified. Look up 'Hemant Gupta' in Google

Kristopher Kersten

This author has not been identified. Look up 'Kristopher Kersten' in Google

John L. Burns

This author has not been identified. Look up 'John L. Burns' in Google

Christopher A. Harle

This author has not been identified. Look up 'Christopher A. Harle' in Google

Tanja Magoc

This author has not been identified. Look up 'Tanja Magoc' in Google

Benjamin Shickel

This author has not been identified. Look up 'Benjamin Shickel' in Google

Scott D. Steenburg

This author has not been identified. Look up 'Scott D. Steenburg' in Google

Tyler J. Loftus

This author has not been identified. Look up 'Tyler J. Loftus' in Google

Genevieve B. Melton

This author has not been identified. Look up 'Genevieve B. Melton' in Google

Judy Wawira Gichoya

This author has not been identified. Look up 'Judy Wawira Gichoya' in Google

Ju Sun

This author has not been identified. Look up 'Ju Sun' in Google

Christopher J. Tignanelli

This author has not been identified. Look up 'Christopher J. Tignanelli' in Google