Enabling Privacy-Preserving Federated Learning in Healthcare: The FLAME Architecture and Policy Framework

Marius de Arruda Botelho Herr, Peter Placzek, Hammam Abu Attieh, Bruce Schultz, David Hieber, Alexander Röhl, Mehrshad Jaberansary, Alexander Twrdik, Paul Brassel, Max Schaible, Mehmed Halilovic, Fabian Prasser, Toralf Kirsten, Oliver Kohlbacher. Enabling Privacy-Preserving Federated Learning in Healthcare: The FLAME Architecture and Policy Framework. In Mauro Giacomini, Jaime Delgado, Theodoros N. Arvanitis, Elisavet Andrikopoulou, Arriel Benis, Gabriella Balestra, Riccardo Bellazzi, Parisis Gallos, Roberto Gatta, Daniele Roberto Giacobbe, Noemi Giordano, Maria Hägglund, Lars Lindsköld, Lenka Lhotská, Sara Marceglia, Enea Parimbelli, Lucia Sacchi, Paolo Soda, Lacramioara Stoicu-Tivadar, Pierangelo Veltri, Patrizia Vizza, editors, Opening the Personal Gate between Technology and Health Care - Proceedings of MIE 2026, Genova, Italy, 25-28 May 2026. Volume 336 of Studies in Health Technology and Informatics, pages 1589-1590, IOS Press, 2026. [doi]