There is an excellent project named Synthea from the MITRE corpoeration that can generate synthetic data, and it would be an excellent fit for the call "Maximising the potential of synthetic data generation in healthcare applications". See https:// github.com/synthetichealth/synthea
As mentioned on the project's homepage, Synthea features:
Birth to Death Lifecycle
Configuration-based statistics and demographics (defaults with Massachusetts Census data)
Modular Rule System
Drop in Generic Modules
Custom Java rules modules for additional capabilities
Primary Care Encounters, Emergency Room Encounters, and Symptom-Driven Encounters
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