Practical Federated Learning with Azure Machine Learning

Collaborative Machine Learning without Sharing Data

By Harmke Alkemade and Andreas Kopp

Federated Learning on medical images (source: Shutterstock)

In December 2021 we published several assets to support Medical Imaging with Azure Machine Learning. The great interest and numerous inquiries have surprised us very much. It once again makes clear that AI applications are becoming increasingly important in medical practice.

With Federated Learning, we are today introducing an exciting new addition to our portfolio, which has great significance inside …

azure azure-machine-learning data privacy deep-dives federated learning learning machine machine learning medical imaging