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Federated Learning: Making Health AI Not Just Powerful but Ethical

  • Federated learning is a safer way to train AI without pooling all the data in one vulnerable spot.
  • Researchers can refine AI models locally and send back only learned insights, not raw data.
  • Federated learning can help address AI's blind spots and create more inclusive models in healthcare.
  • Investing in local expertise, building secure infrastructure, and shaping policies can lead to resilient and ethical AI in healthcare.

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