Projects

Here you’ll find an overview of all the projects we work on at CAFEIN.





01/03/2024 – 30/11/2024 


01/05/2025 – 30/06/2025


01/05/2025 – 30/06/2025


The project integrates the CAFEIN federated learning platform with the STELLA radiotherapy treatment system to enable multi institutional collaboration in radiation oncology without centralizing raw data. Through privacy preserving learning, robust anomaly detection, and standardized validation, the framework improves treatment planning accuracy, streamlines clinical workflows, and supports safer delivery of care while meeting regulatory and security requirements.



The project delivers a Market Intelligence Platform (MIP) to strengthen global health supply chain resilience and visibility. Using federated learning, anomaly detection, and graph modeling, it predicts disruptions, reveals hidden interdependencies, and supports coordinated responses. Decision support with large language models helps optimize resources, ensure compliance, and enable secure cross-border information sharing.