NVIDIA brings collaborative AI to healthcare

New open-source software provides a common computing foundation for federated learning, accelerating AI in healthcare.

NVIDIA is making it easier than ever for researchers to harness federated learning by open-sourcing NVIDIA FLARE, a software development kit that helps distributed parties collaborate to develop more generalizable AI models.

Federated learning is a privacy-preserving technique that’s particularly beneficial in cases where data is sparse, confidential or lacks diversity. But it’s also useful for large datasets, which can be biased by an organization’s data collection…