Federated Learning With FLARE: NVIDIA Brings Collaborative AI to Healthcare and Beyond

By
The Rhino Team
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November 29, 2021

NVIDIA has open-sourced NVIDIA FLARE (Federated Learning Application Runtime Environment), a software development kit designed to facilitate federated learning across various industries, including healthcare, manufacturing, and financial services. Federated learning allows multiple parties to collaboratively train AI models without sharing their proprietary data, thus preserving privacy and enhancing model generalizability. NVIDIA FLARE supports various distributed architectures, such as server-client and peer-to-peer, enabling researchers and platform developers to customize their federated learning workflows according to specific domain requirements. By integrating with existing AI initiatives like the open-source MONAI framework for medical imaging, NVIDIA FLARE aims to accelerate AI research and deployment while addressing data privacy concerns.

For more information, read the full article on NVIDIA’s blog.

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