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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: kim 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.
Private genome analysis through homomorphic encryption.
Kim M, Lauter K. Kim M, et al. BMC Med Inform Decis Mak. 2015;15 Suppl 5(Suppl 5):S3. doi: 10.1186/1472-6947-15-S5-S3. Epub 2015 Dec 21. BMC Med Inform Decis Mak. 2015. PMID: 26733152 Free PMC article.
SecureLR: Secure Logistic Regression Model via a Hybrid Cryptographic Protocol.
Jiang Y, Hamer J, Wang C, Jiang X, Kim M, Song Y, Xia Y, Mohammed N, Sadat MN, Wang S. Jiang Y, et al. Among authors: kim m. IEEE/ACM Trans Comput Biol Bioinform. 2019 Jan-Feb;16(1):113-123. doi: 10.1109/TCBB.2018.2833463. Epub 2018 May 7. IEEE/ACM Trans Comput Biol Bioinform. 2019. PMID: 29994005
SCOR: A secure international informatics infrastructure to investigate COVID-19.
Raisaro JL, Marino F, Troncoso-Pastoriza J, Beau-Lejdstrom R, Bellazzi R, Murphy R, Bernstam EV, Wang H, Bucalo M, Chen Y, Gottlieb A, Harmanci A, Kim M, Kim Y, Klann J, Klersy C, Malin BA, Méan M, Prasser F, Scudeller L, Torkamani A, Vaucher J, Puppala M, Wong STC, Frenkel-Morgenstern M, Xu H, Musa BM, Habib AG, Cohen T, Wilcox A, Salihu HM, Sofia H, Jiang X, Hubaux JP. Raisaro JL, et al. Among authors: kim m, kim y. J Am Med Inform Assoc. 2020 Nov 1;27(11):1721-1726. doi: 10.1093/jamia/ocaa172. J Am Med Inform Assoc. 2020. PMID: 32918447 Free PMC article.
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