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Cancer AI Alliance (CAIA)
ABOUT US
OUR STORY
PEOPLE
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BLOG
NEWS
FEDERATED LEARNING
Cancer AI Alliance (CAIA)
ABOUT US
OUR STORY
PEOPLE
PARTNERS
CAIA INSIGHTS
BLOG
NEWS
FEDERATED LEARNING
Folder: ABOUT US
Back
OUR STORY
PEOPLE
PARTNERS
Folder: CAIA INSIGHTS
Back
BLOG
NEWS
FEDERATED LEARNING
A common format for federated learning: CAIA’s approach to data standardization 
Madhu Narayan 11/12/25 Madhu Narayan 11/12/25

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.

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