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Why the Cancer AI Alliance selected OMOP as its Common Data Model
Learn why CAIA chose OMOP as its Common Data Model (CDM), how and why data was standardized across seven key domains, and CAIA’s plans for standardizing clinical notes across the Alliance.
How CAIA enables cross-organizational research through collaborative data standardization
In this blog post, we’ll take you behind the scenes of this standardization process, exploring the data mapping and cross-institutional coordination required to make multi-site federated learning work.
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.