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How can federated learning be used to resolve privacy concerns and encourage collaboration within multi-institutional genomic research initiatives?

I am drawn to federated learning as I am doing a PhD in Genomic Research Collaboration. Could you detail on how federated learning could be employed to address the privacy issues?

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