Preventing Health Data Leaks with Federated Learning Using NVIDIA FLARE

Originally published at: https://developer.nvidia.com/blog/preventing-health-data-leaks-with-federated-learning-using-nvidia-flare/

More than 40 million people had their health data leaked in 2021, and the trend is not optimistic. The key goal of federated learning and analytics is to perform data analytics and machine learning without accessing the raw data of the remote sites. That’s the data you don’t own and are not supposed to access…