Keyword - Privacy

Survival Analysis Without Sharing of Individual Patient Data by Using a Gaussian Copula.
Bonofiglio, Federico
Pharm Stat (2024)
PMID: 38973072 DOI: 10.1002/pst.2415 
Citations: -
Tags: Consortia: MEDIASRES | Study: GASTRIC

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: 3 (Scopus)
Tags: Consortia: ORCHESTRA

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

A Queue-Poll Extension and DataSHIELD: Standardised, Monitored, Indirect and Secure Access to Sensitive Data.
Gruendner, Julian; Prokosch, Hans-Ulrich; Schindler, Sebastian; Lenz, Stefan; Binder, Harald
Stud Health Technol Inform, Volume 258 (2019)
PMID: 30942726 DOI: 10.3233/978-1-61499-959-1-115 
Citations: 3 (Scopus)
Tags: Consortia: MIRACUM | Study: Erlangen University Hospital | Study: Freiburg University Hospital | Study: Magdeburg University Hospital

KETOS: Clinical decision support and machine learning as a service - A training and deployment platform based on Docker, OMOP-CDM, and FHIR Web Services.
Gruendner, Julian; Schwachhofer, Thorsten; Sippl, Phillip; Wolf, Nicolas; Erpenbeck, Marcel; Gulden, Christian; Kapsner, Lorenz A; Zierk, Jakob; Mate, Sebastian; Stürzl, Michael; Croner, Roland; Prokosch, Hans-Ulrich; Toddenroth, Dennis
PLoS One, Volume 14, Issue 10 (2019)
PMID: 31581246 DOI: 10.1371/journal.pone.0223010 
Citations: 34 (Scopus)
Tags: Consortia: MIRACUM | Study: Erlangen University Hospital

DataSHIELD: taking the analysis to the data, not the data to the analysis.
Gaye, Amadou; Marcon, Yannick; Isaeva, Julia; LaFlamme, Philippe; Turner, Andrew; Jones, Elinor M; Minion, Joel; Boyd, Andrew W; Newby, Christopher J; Nuotio, Marja-Liisa; Wilson, Rebecca; Butters, Oliver; Murtagh, Barnaby; Demir, Ipek; Doiron, Dany; Giepmans, Lisette; Wallace, Susan E; Budin-Ljøsne, Isabelle; Oliver Schmidt, Carsten; Boffetta, Paolo; Boniol, Mathieu; Bota, Maria; Carter, Kim W; deKlerk, Nick; Dibben, Chris; Francis, Richard W; Hiekkalinna, Tero; Hveem, Kristian; Kvaløy, Kirsti; Millar, Sean; Perry, Ivan J; Peters, Annette; Phillips, Catherine M; Popham, Frank; Raab, Gillian; Reischl, Eva; Sheehan, Nuala; Waldenberger, Melanie; Perola, Markus; van den Heuvel, Edwin; Macleod, John; Knoppers, Bartha M; Stolk, Ronald P; Fortier, Isabel; Harris, Jennifer R; Woffenbuttel, Bruce H R; Murtagh, Madeleine J; Ferretti, Vincent; Burton, Paul R
Int J Epidemiol, Volume 43, Issue 6 (2014)
PMID: 25261970 DOI: 10.1093/ije/dyu188 
Citations: 183 (Scopus)
Tags: Consortia: BBMRI-LPC | Consortia: BioSHaRE-EU | Consortia: Welsh and Scottish Farr Institutes | Study: CHRIS | Study: FINRISK 2007 | Study: HUNT | Study: KORA | Study: Lifelines | Study: MICROS | Study: Mitchelstown | Study: NCDS | Study: PREVEND