A common format for federated learning: CAIA’s approach to data standardization
In this blog post, we take a look at CAIA’s data standardization process, and how we adhere to privacy, regulatory, ethical and legal guidelines.
How the orchestration layer securely enables AI insights in a federated learning framework
In this post, we take a closer look at the technology (enabled by NVIDIA FLARE) that underlies CAIA’s secure orchestration layer.
Cancer AI Alliance unveils first collaborative AI platform for cancer research
Secure, scalable, multi-cloud platform using federated learning aims to accelerate cancer discoveries and treatments
How CAIA harnesses federated learning for secure collaboration
How can we train AI models on the collective knowledge of the nation's top cancer centers without exposing sensitive patient information?
CAIA’s solution is an AI training approach called federated learning.