As a leading private healthcare institution in Greece, HYGEIA Hospital brings its clinical excellence and data stewardship to the forefront of the SEARCH project. With a strong commitment to innovation and patient-centred care, HYGEIA plays a pivotal role in bridging real-world clinical practice with cutting-edge AI development.

Its core contribution lies in providing high-quality clinical data and medical expertise to support the development and validation of AI-driven healthcare solutions. This includes the preparation and curation of multimodal datasets – tabular, signal, imaging, and genomic – ensuring compliance with interoperability standards and optimization for machine learning applications.

HYGEIA collaborates closely with data scientists to evaluate the clinical relevance of synthetic data outputs and to co-develop and validate predictive models for diagnosis and treatment. By integrating explainable AI tools into routine clinical workflows, HYGEIA helps demonstrate the practical value of synthetic biomedical data in enhancing decision support systems across a federated healthcare network.

Through its participation in SEARCH, HYGEIA further strengthens its role as a data-driven hospital, gaining access to advanced AI tools tailored for clinical decision-making, refining workflows for data annotation and interoperability, and actively contributing to the future of synthetic biomedical data, including its regulatory, ethical, and clinical dimensions.