AI & ML interests

SEARCH is a project focused on creating synthetic healthcare data and facilitating secure data sharing across the biomedical ecosystem. SEARCH aims at generating FAIRified synthetic data for use in AI/ML models, enabling large-scale data collaborations while preserving privacy and compliance with regulatory standards.

Recent Activity

pgatoula  updated a dataset about 1 month ago
SEARCH-IHI/TIDE-II
pgatoula  published a dataset about 1 month ago
SEARCH-IHI/TIDE-II
dreibh  updated a Space about 2 months ago
SEARCH-IHI/deepfake-ecg-generator-plus
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Goal of the SEARCH project is to apply federated learning for generating synthetic healthcare data for research purposes, which maintains the relevant research properties of real, privacy-sensitive patient data. Therefore, the resulting synthetic data can be shared without triggering privacy concerns. This project is funded by the European Union (EU) through the Horizon Europe programme (grant no. 101172997).

For more details about SEARCH, see SEARCH – Synthetic Healthcare Data Governance Hub!