Keyword - Algorithms

Federated generalized additive models for location, scale and shape.
Swenne, Annika; Intemann, Timm; Moreno, Luis A; Pigeot, Iris
BMC Med Res Methodol, Volume 25, Issue 1 (2025)
PMID: 41361868 DOI: 10.1186/s12874-025-02735-7 
Citations: -

Distributed non-disclosive validation of predictive models by a modified ROC-GLM.
Schalk, Daniel; Rehms, Raphael; Hoffmann, Verena S; Bischl, Bernd; Mansmann, Ulrich
BMC Med Res Methodol, Volume 24, Issue 1 (2024)
PMID: 39210301 DOI: 10.1186/s12874-024-02312-4 
Citations: 1 (Scopus)

Accessibility of covariance information creates vulnerability in Federated Learning frameworks.
Huth, Manuel; Arruda, Jonas; Gusinow, Roy; Contento, Lorenzo; Tacconelli, Evelina; Hasenauer, Jan
Bioinformatics, Volume 39, Issue 9 (2023)
PMID: 37647639 DOI: 10.1093/bioinformatics/btad531 
Citations: 7 (Scopus)
Tags: Consortia: ORCHESTRA | Type: data governance | Type: software engineering

Deep generative models in DataSHIELD.
Lenz, Stefan; Hess, Moritz; Binder, Harald
BMC Med Res Methodol, Volume 21, Issue 1 (2021)
PMID: 33812380 DOI: 10.1186/s12874-021-01237-6 
Citations: 18 (Scopus)
Tags: Consortia: GEMOLS | Consortia: MIRACUM | Type: data systems | Type: proof of concept | Type: software engineering