1. [Publications](/publications)
2. Federated Learning in Healthcare: From Research to Real-World Deployment
 
 # Federated Learning in Healthcare: From Research to Real-World Deployment

  ![Publication image](/sites/default/files/styles/wide/public/default_images/default.jpeg?itok=qUFsuJCP "Publication image")

 ## Authors



Spyridon Bakas (Indiana University)

Xiaoxiao Li (University of British Columbia)

Prashant Shah (MLCommons)

[Holger Roth](/person/holger-roth)

 

 

 ## Publication Date



Wednesday, January 21, 2026

 

 ## Published in



[Annual Review of Biomedical Engineering](https://www.annualreviews.org/content/journals/10.1146/annurev-bioeng-080125-041414)

 

 ## Research Area



[Medical](/research-area/medical)