[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]  Bio Protocol [@BioProtocol](/creator/twitter/BioProtocol) on x 95.8K followers Created: 2025-07-22 20:38:51 UTC The lack of standardized Common Data Elements (CDEs) has long made it difficult to harmonize datasets across studies, even when they're working on the same conditions. NIH’s use of generative AI to map, analyze, and categorize CDE usage is exactly the kind of infrastructure-level work that enables scalable, interoperable science. Leveraging GenAI to process decades of publications, funding data, and clinical documentation allows researchers to identify gaps, spot redundancies, and build a clearer path toward reusable, FAIR-aligned data systems. XX engagements  **Related Topics** [6969](/topic/6969) [coins ai](/topic/coins-ai) [generative](/topic/generative) [protocol](/topic/protocol) [Post Link](https://x.com/BioProtocol/status/1947758261639565352)
[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]
Bio Protocol @BioProtocol on x 95.8K followers
Created: 2025-07-22 20:38:51 UTC
The lack of standardized Common Data Elements (CDEs) has long made it difficult to harmonize datasets across studies, even when they're working on the same conditions.
NIH’s use of generative AI to map, analyze, and categorize CDE usage is exactly the kind of infrastructure-level work that enables scalable, interoperable science.
Leveraging GenAI to process decades of publications, funding data, and clinical documentation allows researchers to identify gaps, spot redundancies, and build a clearer path toward reusable, FAIR-aligned data systems.
XX engagements
Related Topics 6969 coins ai generative protocol