Flowchart for selecting FL algorithms based on clinical research goals and data characteristics (IMAGE)

Health Data Science

Flowchart for selecting FL algorithms based on clinical research goals and data characteristics

Caption

Scientists from Duke-NUS Medical School offer recommendations for using FL frameworks in future clinical research, considering both prediction and non-prediction tasks, data variability, and the practical challenges of real-world implementation. Their insights help guide researchers in adapting FL to different clinical settings while addressing diverse research needs.

Credit

Duke-NUS Medical School, National University of Singapore

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Credit must be given to the creator.

License

CC BY

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