Opinion: Federated learning: collaboration without compromise for health care research
Here's a new way to learn from massive collections of data while avoiding the privacy and other risks typically associated with sharing such information: federated learning.
by Marielle S. Gross and Robert C. Miller, Jr.
Feb 13, 2020
3 minutes
What if we could learn from massive collections of data while avoiding the privacy and other risks typically associated with sharing such information?
The Mayo Clinic has taken a step toward making that possible with its announcement that the first venture of the Mayo Clinic Platform will use federated learning as a foundational technology of if its privacy model.
lets a network of participants collaboratively train algorithms on data while keeping each stakeholder’s
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