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Ultrafast homomorphic encryption models enable secure outsourcing of genotype imputation.
Cell Syst. 2021 Nov 17;12(11):1108-1120.e4. doi: 10.1016/j.cels.2021.07.010. Epub 2021 Aug 30.
Cell Syst. 2021.
PMID: 34464590
Free PMC article.
MedCo2: Privacy-Preserving Cohort Exploration and Analysis.
Froelicher D, Misbach M, Troncoso-Pastoriza JR, Raisaro JL, Hubaux JP.
Froelicher D, et al.
Stud Health Technol Inform. 2020 Jun 16;270:317-321. doi: 10.3233/SHTI200174.
Stud Health Technol Inform. 2020.
PMID: 32570398
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Truly privacy-preserving federated analytics for precision medicine with multiparty homomorphic encryption.
Froelicher D, Troncoso-Pastoriza JR, Raisaro JL, Cuendet MA, Sousa JS, Cho H, Berger B, Fellay J, Hubaux JP.
Froelicher D, et al.
Nat Commun. 2021 Oct 11;12(1):5910. doi: 10.1038/s41467-021-25972-y.
Nat Commun. 2021.
PMID: 34635645
Free PMC article.
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Author Correction: Truly privacy-preserving federated analytics for precision medicine with multiparty homomorphic encryption.
Froelicher D, Troncoso-Pastoriza JR, Raisaro JL, Cuendet MA, Sousa JS, Cho H, Berger B, Fellay J, Hubaux JP.
Froelicher D, et al.
Nat Commun. 2021 Nov 11;12(1):6649. doi: 10.1038/s41467-021-26885-6.
Nat Commun. 2021.
PMID: 34764286
Free PMC article.
No abstract available.
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Scalable and Privacy-Preserving Federated Principal Component Analysis.
Froelicher D, Cho H, Edupalli M, Sousa JS, Bossuat JP, Pyrgelis A, Troncoso-Pastoriza JR, Berger B, Hubaux JP.
Froelicher D, et al.
Proc IEEE Symp Secur Priv. 2023 May;2023:1908-1925. doi: 10.1109/sp46215.2023.10179350. Epub 2023 Jul 21.
Proc IEEE Symp Secur Priv. 2023.
PMID: 38665901
Free PMC article.
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sfkit: a web-based toolkit for secure and federated genomic analysis.
Mendelsohn S, Froelicher D, Loginov D, Bernick D, Berger B, Cho H.
Mendelsohn S, et al. Among authors: froelicher d.
Nucleic Acids Res. 2023 Jul 5;51(W1):W535-W541. doi: 10.1093/nar/gkad464.
Nucleic Acids Res. 2023.
PMID: 37246709
Free PMC article.
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