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
Research beyond silos: How CAIA is accelerating the fight against cancer
Unlocking clues in patient data is a key opportunity in modern healthcare, but institutional silos and privacy concerns often slow progress. The Cancer AI Alliance (CAIA) unites leading cancer centers and AI technology pioneers to solve this.