Published on: 4 August 2025
A scoping review published by a team of researchers from the University of Queensland, Monash University, CSIRO, Queensland Cyber Infrastructure Foundation and the Queensland University of Technology has revealed that federated learning (FL) in healthcare, while promising enhanced patient privacy, requires comprehensive governance frameworks that are currently lacking in the field.