Explore our research articles, preprints, and perspectives on federated medical data architectures, clinical digital twins, and the European Health Data Space (EHDS).
An in-depth analysis of a multi-agent architecture that replaces manual, imperative ETLs with high-fidelity declarative YAML mappings, orchestrating technologies like LinkML and BAML.
This technical paper presents a paradigm shift in OMOP-CDM standardization, redefining the traditional ETL process into a declarative and validable YAML specification using LinkML.
Explore how generative AI (Diffusion Models and GANs) can generate realistic synthetic patient populations to bypass recruitment bottlenecks and comply rigorously with GDPR.
A discussion on the importance of initiatives such as OHDSI, OMOP, and EHDEN in improving healthcare delivery, hospital clinical standardization, and data sovereignty across healthcare networks.
Analysis of health data sovereignty needs at the European level. We design the infrastructure under the principle that clinical data must never leave the hospital to be useful.
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