Keyword - Federated analysis

Federated Analysis With Differential Privacy in Oncology Research: Longitudinal Observational Study Across Hospital Data Warehouses.
Ryffel, Théo; Créquit, Perrine; Baillet, Maëlle; Paumier, Jason; Marfoq, Yasmine; Girardot, Olivier; Chanet, Thierry; Sy, Ronan; Bayssat, Louise; Mazières, Julien; Vuiblet, Vincent; Ancel, Julien; Dewolf, Maxime; Margraff, François; Bachot, Camille; Chmiel, Jacek
JMIR Med Inform, Volume 13 (2025)
PMID: 40743474 DOI: 10.2196/59685 
Citations: -

dsSynthetic: synthetic data generation for the DataSHIELD federated analysis system.
Banerjee, Soumya; Bishop, Tom R P
BMC Res Notes, Volume 15, Issue 1 (2022)
PMID: 35761417 DOI: 10.1186/s13104-022-06111-2 
Citations: 5 (Scopus)
Tags: Consortia: EUCAN-Connect | Type: data synthesis | Type: software engineering

dsSurvival: Privacy preserving survival models for federated individual patient meta-analysis in DataSHIELD.
Banerjee, Soumya; Sofack, Ghislain N; Papakonstantinou, Thodoris; Avraam, Demetris; Burton, Paul; Zöller, Daniela; Bishop, Tom R P
BMC Res Notes, Volume 15, Issue 1 (2022)
PMID: 35659747 DOI: 10.1186/s13104-022-06085-1 
Citations: 13 (Scopus)
Tags: Consortia: EUCAN-Connect | Type: software engineering | Type: survival analysis