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CFDE federated query refers to the ability, built by the United States National Institutes of Health (NIH) Common Fund Data Ecosystem (CFDE), to…
Biotech software is the set of specialized platforms that run the life-sciences value chain — from laboratory data capture and bioinformatics…
Federated AI model training lets biopharma teams train a single model across data held by multiple hospitals, biobanks, or partner companies without…
Combining the Observational Medical Outcomes Partnership Common Data Model (OMOP CDM) with a federated Trusted Research Environment (TRE) solves two…
A Sovereign AI deployment checklist gives procurement teams a structured way to verify that an AI platform for sensitive health data keeps that data…
Standing up a national Trusted Research Environment (TRE) is not a binary build-versus-buy decision: the programs that work treat the governance…
AI-automated OMOP harmonization uses machine learning — increasingly large language models (LLMs) — to map heterogeneous health data into the…
US Patent 12,519,781 is Lifebit's federation patent: granted intellectual property covering the compute-to-data architecture at the core of its…
Secondary use of health data means using health information for a purpose other than the one for which it was originally collected. Data recorded to…
To run a multi-site observational study without moving data, you invert the traditional workflow: instead of pooling patient records into a central…
Privacy-preserving record linkage (PPRL) is a set of techniques for determining which records in two or more separately held datasets refer to the…
Genomic data governance is the system of policies, roles, technical controls, and accountability mechanisms that determines how genomic data is…
