Keyword - Privacy

dsSurvival 2.0: privacy enhancing survival curves for survival models in the federated DataSHIELD analysis system.
Banerjee, Soumya; Bishop, Tom R P
BMC Res Notes, Volume 16, Issue 1 (2023)
PMID: 37280717 DOI: 10.1186/s13104-023-06372-5 
Citations: 1 (Scopus)
Tags: Consortia: EUCAN-Connect

dsMTL: a computational framework for privacy-preserving, distributed multi-task machine learning.
Cao, Han; Zhang, Youcheng; Baumbach, Jan; Burton, Paul R; Dwyer, Dominic; Koutsouleris, Nikolaos; Matschinske, Julian; Marcon, Yannick; Rajan, Sivanesan; Rieg, Thilo; Ryser-Welch, Patricia; Späth, Julian; Herrmann, Carl; Schwarz, Emanuel
Bioinformatics, Volume 38, Issue 21 (2022)
PMID: 36073911 DOI: 10.1093/bioinformatics/btac616 
Citations: 7 (Scopus)
Tags: Study: GSE21138  | Study: GSE35977 | Study: GSE53987 | Study: phs000979.v3.p2

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: 11 (Scopus)
Tags: Consortia: EUCAN-Connect

A deterministic approach for protecting privacy in sensitive personal data.
Avraam, Demetris; Jones, Elinor; Burton, Paul
BMC Med Inform Decis Mak, Volume 22, Issue 1 (2022)
PMID: 35090447 DOI: 10.1186/s12911-022-01754-4 
Citations: 3 (Scopus)
Tags: Consortia: ATHLETE | Consortia: BioSHaRE-EU | Consortia: Connected Health Cities North East North Cumbria | Consortia: EUCAN-Connect | Study: NCDS