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Ultrafast homomorphic encryption models enable secure outsourcing of genotype imputation.
Kim M, Harmanci AO, Bossuat JP, Carpov S, Cheon JH, Chillotti I, Cho W, Froelicher D, Gama N, Georgieva M, Hong S, Hubaux JP, Kim D, Lauter K, Ma Y, Ohno-Machado L, Sofia H, Son Y, Song Y, Troncoso-Pastoriza J, Jiang X. Kim M, et al. Among authors: froelicher d. 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
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.
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.