SYNTHEMA aims to establish a cross-border health data hub for RHDs where to develop and validate innovative AI-based techniques for clinical data anonymisation and synthetic data generation (SDG), to tackle the scarcity and fragmentation of data and widen the basis for GDPR-compliant research in RHDs. The platform will be based on a privacy-preserving federated learning (FL) network, equipped with secure multi-party computation (SMPC) protocols and differential privacy (DP), connecting health data centres, academic research centres, industries and SMEs to advance translational and clinical research and care in RHDs.
- Project Number: 101095530
- Project name: Synthetic generation of hematological data over federated computing frameworks
- Project acronym: SYNTHEMA
- Call: HORIZON-HLTH-2022-IND-13
- Topic: HORIZON-HLTH-2022-IND-13-02
- Type of action: HORIZON-RIA
- Service: HADEA/A/03
- Project starting date: fixed date: 1 December 2022
- Project duration: 48 months