메뉴 건너뛰기




Volumn , Issue , 2015, Pages 425-441

Preserving genome privacy in research studies

Author keywords

[No Author keywords available]

Indexed keywords

DIAGNOSIS; GENES; LAWS AND LEGISLATION; PHILOSOPHICAL ASPECTS;

EID: 84956975223     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1007/978-3-319-23633-9_16     Document Type: Chapter
Times cited : (5)

References (84)
  • 1
    • 51349115095 scopus 로고    scopus 로고
    • Big data: The future of biocuration
    • Accessed 11 Jul 2014
    • Howe, D., Costanzo, M., Fey, P., et al.: Big data: the future of biocuration. Nature 455, 47–50 (2008). http://dx.doi.org/10.1038/455047a. Accessed 11 Jul 2014
    • (2008) Nature , vol.455 , pp. 47-50
    • Howe, D.1    Costanzo, M.2    Fey, P.3
  • 2
    • 84956999949 scopus 로고    scopus 로고
    • Accessed 11 Jul
    • HiSeq X Ten.: 1000 dollar genome sequencing. http://www.illumina.com/systems/hiseq-xsequencing-system.ilmn. Accessed 11 Jul 2014
    • (2014) 1000 Dollar Genome Sequencing
  • 3
    • 84975795680 scopus 로고    scopus 로고
    • An integrated map of genetic variation from 1,092 human genomes
    • Abecasis, G.R., Auton, A., Brooks, L.D., et al.: An integrated map of genetic variation from 1,092 human genomes. Nature 491, 56–65 (2012). doi:10.1038/nature11632
    • (2012) Nature , vol.491 , pp. 56-65
    • Abecasis, G.R.1    Auton, A.2    Brooks, L.D.3
  • 4
    • 84872143942 scopus 로고    scopus 로고
    • Analysis of 6,515 exomes reveals the recent origin of most human protein-coding variants
    • Fu, W., O’Connor, T.D., Jun, G., et al.: Analysis of 6,515 exomes reveals the recent origin of most human protein-coding variants. Nature 493, 216–220 (2013). doi:10.1038/nature11690
    • (2013) Nature , vol.493 , pp. 216-220
    • Fu, W.1    O’Connor, T.D.2    Jun, G.3
  • 5
    • 77954133026 scopus 로고    scopus 로고
    • Estimation of effect size distribution from genome-wide association studies and implications for future discoveries
    • Park, J.-H., Wacholder, S., Gail, M.H., et al.: Estimation of effect size distribution from genome-wide association studies and implications for future discoveries. Nat. Genet. 42, 570–575. (2010). doi:10.1038/ng.610
    • (2010) Nat. Genet , vol.42 , pp. 570-575
    • Park, J.-H.1    Wacholder, S.2    Gail, M.H.3
  • 6
    • 84878979335 scopus 로고    scopus 로고
    • Biology: The big challenges of big data
    • Marx, V.: Biology: the big challenges of big data. Nature 498, 255–260 (2013). doi:10.1038/498255a
    • (2013) Nature , vol.498 , pp. 255-260
    • Marx, V.1
  • 7
    • 34548511568 scopus 로고    scopus 로고
    • How often do BRCA mutation carriers tell their young children of the family’s risk for cancer? A study of parental disclosure of BRCA mutations to minors and young adults
    • Bradbury, A.R., Dignam, J.J., Ibe, C.N., et al. How often do BRCA mutation carriers tell their young children of the family’s risk for cancer? a study of parental disclosure of BRCA mutations to minors and young adults. J. Clin. Oncol. 25, 3705–3711 (2007). doi:10.1200/JCO.2006.09.1900
    • (2007) J. Clin. Oncol , vol.25 , pp. 3705-3711
    • Bradbury, A.R.1    Dignam, J.J.2    Ibe, C.N.3
  • 8
    • 27444434741 scopus 로고    scopus 로고
    • Genomic medicine: Genetic variation and its impact on the future of health care
    • Willard, H.F., Angrist, M., Ginsburg, G.S.: Genomic medicine: genetic variation and its impact on the future of health care. Philos. Trans. R. Soc. Lond. B Biol. Sci. 360, 1543–1550 (2005). doi:10.1098/rstb.2005.1683
    • (2005) Philos. Trans. R. Soc. Lond. B Biol. Sci , vol.360 , pp. 1543-1550
    • Willard, H.F.1    Angrist, M.2    Ginsburg, G.S.3
  • 9
    • 84862620703 scopus 로고    scopus 로고
    • Operational implementation of prospective genotyping for personalized medicine: The design of the Vanderbilt PREDICT project
    • Pulley, J.M., Denny, J.C., Peterson, J.F., et al.: Operational implementation of prospective genotyping for personalized medicine: the design of the Vanderbilt PREDICT project. Clin. Pharmacol. Ther. 92, 87–95 (2012). doi:10.1038/clpt.2011.371
    • (2012) Clin. Pharmacol. Ther , vol.92 , pp. 87-95
    • Pulley, J.M.1    Denny, J.C.2    Peterson, J.F.3
  • 10
    • 84923762812 scopus 로고    scopus 로고
    • A new initiative on precision medicine
    • Collins, F.S., Varmus, H.: A new initiative on precision medicine. N. Engl. J. Med. 372, 793–795 (2015)
    • (2015) N. Engl. J. Med , vol.372 , pp. 793-795
    • Collins, F.S.1    Varmus, H.2
  • 12
    • 34748848639 scopus 로고    scopus 로고
    • The NCBI dbGaP database of genotypes and phenotypes
    • Mailman, M.D., Feolo, M., Jin, Y., et al.: The NCBI dbGaP database of genotypes and phenotypes. Nat. Genet. 39, 1181–1186 (2007). doi:10.1038/ng1007-1181
    • (2007) Nat. Genet , vol.39 , pp. 1181-1186
    • Mailman, M.D.1    Feolo, M.2    Jin, Y.3
  • 14
    • 3042849144 scopus 로고    scopus 로고
    • Genetics. Genomic research and human subject privacy
    • Lin, Z., Owen, A.B., Altman, R.B.: Genetics. Genomic research and human subject privacy. Science 305, 183 (2004). doi:10.1126/science.1095019
    • (2004) Science , vol.305
    • Lin, Z.1    Owen, A.B.2    Altman, R.B.3
  • 15
    • 50849101381 scopus 로고    scopus 로고
    • Resolving individuals contributing trace amounts of DNA to highly complex mixtures using high-density SNP genotyping microarrays
    • e1000167
    • Homer, N., Szelinger, S., Redman, M., et al.: Resolving individuals contributing trace amounts of DNA to highly complex mixtures using high-density SNP genotyping microarrays. PLoS Genet. 4, e1000167 (2008)
    • (2008) Plos Genet
    • Homer, N.1    Szelinger, S.2    Redman, M.3
  • 16
    • 84872459720 scopus 로고    scopus 로고
    • Identifying personal genomes by surname inference
    • Gymrek, M., McGuire, A.L., Golan, D., et al.: Identifying personal genomes by surname inference. Science 339, 321–324 (2013)
    • (2013) Science , vol.339 , pp. 321-324
    • Gymrek, M.1    McGuire, A.L.2    Golan, D.3
  • 17
    • 58349109653 scopus 로고    scopus 로고
    • On Jim Watson’s APOE status: Genetic information is hard to hide
    • Nyholt, D.R., Yu, C.-E., Visscher, P.M.: On Jim Watson’s APOE status: genetic information is hard to hide. Eur. J. Hum. Genet. 17, 147–149 (2009). doi:10.1038/ejhg.2008.198
    • (2009) Eur. J. Hum. Genet , vol.17 , pp. 147-149
    • Nyholt, D.R.1    Yu, C.-E.2    Visscher, P.M.3
  • 21
    • 38549085235 scopus 로고    scopus 로고
    • Research ethics and the challenge of whole-genome sequencing
    • McGuire, A.L., Caulfield, T., Cho, M.K.: Research ethics and the challenge of whole-genome sequencing. Nat. Rev. Genet. 9, 152–156 (2008). doi:10.1038/nrg2302
    • (2008) Nat. Rev. Genet , vol.9 , pp. 152-156
    • McGuire, A.L.1    Caulfield, T.2    Cho, M.K.3
  • 22
    • 41849095185 scopus 로고    scopus 로고
    • Research ethics recommendations for whole-genome research: Consensus statement
    • Caulfield, T., McGuire, A.L., Cho, M., et al.: Research ethics recommendations for whole-genome research: consensus statement. PLoS Biol. 6, e73 (2008). doi:10.1371/journal.pbio.0060073
    • (2008) Plos Biol , vol.e73
    • Caulfield, T.1    McGuire, A.L.2    Cho, M.3
  • 23
    • 69349086735 scopus 로고    scopus 로고
    • Genomic privacy and limits of individual detection in a pool
    • Accessed 18 Apr 2014
    • Sankararaman, S., Obozinski, G., Jordan, M.I., et al.: Genomic privacy and limits of individual detection in a pool. Nat. Genet. 41, 965–967 (2009). http://dx.doi.org/10.1038/ng.436. Accessed 18 Apr 2014
    • (2009) Nat. Genet , vol.41 , pp. 965-967
    • Sankararaman, S.1    Obozinski, G.2    Jordan, M.I.3
  • 26
    • 84956992870 scopus 로고    scopus 로고
    • Accessed 02 Jan
    • iDASH 2015 Privacy and Security Workshop. http://www.humangenomeprivacy.org/2015/. Accessed 02 Jan, 2015
    • (2015) Privacy and Security Workshop
  • 30
    • 84905233012 scopus 로고    scopus 로고
    • Scalable privacy-preserving data sharing methodology for genome-wide association studies
    • Published Online First: 6 February
    • Yu, F., Fienberg, S.E., Slavkovic, A.B., et al.: Scalable privacy-preserving data sharing methodology for genome-wide association studies. J. Biomed. Inform. Published Online First: 6 February (2014). doi:10.1016/j.jbi.2014.01.008
    • (2014) J. Biomed. Inform
    • Yu, F.1    Fienberg, S.E.2    Slavkovic, A.B.3
  • 32
    • 84921725723 scopus 로고    scopus 로고
    • Data use under the NIH GWAS data sharing policy and future directions
    • Committees the NI of HGDSG.: Data use under the NIH GWAS data sharing policy and future directions. Nat. Genet. 46, 934–938 (2014). http://dx.doi.org/10.1038/ng.3062
    • (2014) Nat. Genet , vol.46 , pp. 934-938
  • 34
    • 84886671743 scopus 로고    scopus 로고
    • The ‘thousand-dollar genome’: An ethical exploration
    • Dondorp, W. J., deWert, G.M.W.R.: The ‘thousand-dollar genome’: an ethical exploration. Eur. J. Hum. Genet. 21:6–26 (2013)
    • (2013) Eur. J. Hum. Genet , vol.21 , pp. 6-26
    • Dondorp, W.J.1    Dewert, G.2
  • 35
    • 85032529259 scopus 로고    scopus 로고
    • Maryland v. King. S. Ct. 2013;133:1958
    • (2013) S. Ct , vol.133
  • 36
    • 85032523857 scopus 로고    scopus 로고
    • Maryland v. King. S. Ct. 2013;133:1967
    • (2013) S. Ct , vol.133
  • 39
    • 84956973727 scopus 로고    scopus 로고
    • 45 C.F.R
    • HIPAA Privacy Rule, 45 C.F.R. § 164 (2014)
    • (2014) Privacy Rule
  • 41
    • 84957042266 scopus 로고    scopus 로고
    • Accessed 12 Mar
    • Federal policy for the protection of human subjects. U.S. Department of Health and Human Services. http://www.hhs.gov/ohrp/humansubjects/commonrule/. Accessed 12 Mar 2015
    • (2015) Federal Policy for the Protection of Human Subjects
  • 42
    • 85032516017 scopus 로고    scopus 로고
    • Human Subject Research Protections, 76 Fed. Reg. 44,512, 44,524–25 (July 26, 2011)
    • (2011) Fed. Reg , vol.76 , Issue.44 , pp. 524-525
  • 43
    • 85032541353 scopus 로고    scopus 로고
    • Steinberg v. CVS Caremark Corp., 899 F, (E.D. Pa. 2012)
    • Baser v. Dep’t of Veterans Affairs, 2014 U.S. Dist. LEXIS 137602, at *11 (E.D. Mich. Sept. 30, 2014); Steinberg v. CVS Caremark Corp., 899 F. Supp. 2d 331-336 (E.D. Pa. 2012)
    • 2014 U.S. Dist. LEXIS 137602, at *11 (E.D. Mich. Sept. 30, 2014) , pp. 331-336
  • 44
    • 84957042170 scopus 로고    scopus 로고
    • 837 F. Supp. 2d 655, 659 (E.D. Mich. 2011); Bell v. PSS World Med., Inc., 2012 U.S. Dist. LEXIS 183288 (M.D. Fla. Dec. 7, 2012), U.S. Dist. LEXIS 37335 (D. Md. Mar. 19, 201
    • E.g. Dumas v. Hurley Med. Ctr., 837 F. Supp. 2d 655, 659 (E.D. Mich. 2011); Bell v. PSS World Med., Inc., 2012 U.S. Dist. LEXIS 183288 M.D. Fla. Dec. 7, 2012; Culbreth v. Wash. Metro. Area Transit Auth., 2012 U.S. Dist. LEXIS 37335 D. Md. Mar. 19, 201
    • (2012) Culbreth V. Wash. Metro. Area Transit Auth
  • 45
    • 85032552091 scopus 로고    scopus 로고
    • Lee v. City of Moraine Fire Dep’t, 2014 U.S. Dist. LEXIS 61385, at *16 (S.D. Ohio May 2, 2014)
    • Lee v. City of Moraine Fire Dep’t, 2014 U.S. Dist. LEXIS 61385, at *16 (S.D. Ohio May 2, 2014)
  • 46
    • 84956990743 scopus 로고    scopus 로고
    • 852 F. Supp. 2d, (W.D. Va
    • Poore v. Peterbilt of Bristol, L.L.C., 852 F. Supp. 2d 727, 730–31 (W.D. Va. 2012)
    • (2012) L.L.C , vol.727 , pp. 730-731
  • 47
    • 84875756917 scopus 로고    scopus 로고
    • Genetic information non-discrimination act
    • Slaughter, L.: Genetic information non-discrimination act. Harv. J. Legis. 50, 41 (2013)
    • (2013) Harv. J. Legis , vol.50
    • Slaughter, L.1
  • 50
    • 84948971280 scopus 로고    scopus 로고
    • Accessed 11 Mar 2015
    • Alaska Genetic Information Nondiscrimination Act (2014). http://doa.alaska.gov/dop/fileadmin/Equal_Employment/pdf/EEOP_Policy_Statement.pdf. Accessed 11 Mar 2015
    • (2014) Alaska Genetic Information Nondiscrimination Act
  • 51
    • 84918790434 scopus 로고    scopus 로고
    • Comprehensive protection of genetic information
    • Prince, A.E.R.: Comprehensive protection of genetic information. Brooklyn Law Rev. 79, 175–227 (2013)
    • (2013) Brooklyn Law Rev , vol.79 , pp. 175-227
    • Prince, A.1
  • 53
    • 84907597991 scopus 로고    scopus 로고
    • Informed consent for human genetic and genomic studies: A systematic review
    • Khan, A., Capps, B.J., Sum, M.Y., et al.: Informed consent for human genetic and genomic studies: a systematic review. Clin. Genet. 86, 199–206 (2014)
    • (2014) Clin. Genet , vol.86 , pp. 199-206
    • Khan, A.1    Capps, B.J.2    Sum, M.Y.3
  • 54
    • 84859566974 scopus 로고    scopus 로고
    • Managing incidental findings and research results in genomic research involving biobanks and archived data sets
    • Wolf, S.M., Crock, B.N., Van Ness, B., et al.:Managing incidental findings and research results in genomic research involving biobanks and archived data sets. Genet. Med. 14, 361–384 (2012)
    • (2012) Genet. Med , vol.14 , pp. 361-384
    • Wolf, S.M.1    Crock, B.N.2    Van Ness, B.3
  • 55
    • 84872469268 scopus 로고    scopus 로고
    • The complexities of genomic identifiability
    • Rodriguez, L.L., Brooks, L.D., Greenberg, J.H., et al.: The complexities of genomic identifiability. Science 339, 275–276 (2013)
    • (2013) Science , vol.339 , pp. 275-276
    • Rodriguez, L.L.1    Brooks, L.D.2    Greenberg, J.H.3
  • 56
    • 84896882531 scopus 로고    scopus 로고
    • Harvard personal genome project: Lessons from participatory public research
    • Ball, M.P., Bobe, J.R., Chou, M.F., et al.: Harvard personal genome project: lessons from participatory public research. Genome Med. 6, 10 (2014)
    • (2014) Genome Med , vol.6 , pp. 10
    • Ball, M.P.1    Bobe, J.R.2    Chou, M.F.3
  • 57
    • 84938669382 scopus 로고    scopus 로고
    • Privacy and security in the genomic era
    • et al., Accessed 11 Aug 2014
    • Naveed, M., Ayday, E., Clayton, E.W., et al.: Privacy and security in the genomic era. Published Online First: 8 May 2014. http://arxiv.org/abs/1405.1891. Accessed 11 Aug 2014
    • (2014) Published Online First , pp. 8
    • Naveed, M.1    Ayday, E.2    Clayton, E.W.3
  • 58
    • 3042849144 scopus 로고    scopus 로고
    • Genetics. Genomic research and human subject privacy
    • Lin, Z., Owen, A.B., Altman, R.B. Genetics. Genomic research and human subject privacy. Science 305, 183 (2004). doi:10.1126/science.1095019
    • (2004) Science , vol.305 , pp. 183
    • Lin, Z.1    Owen, A.B.2    Altman, R.B.3
  • 59
    • 84923869693 scopus 로고    scopus 로고
    • Whole genome sequencing: Revolutionary medicine or privacy nightmare?
    • Ayday, E., De Cristofaro, E., Hubaux, J.-P., et al. Whole genome sequencing: revolutionary medicine or privacy nightmare? Computer (Long Beach Calif) 48, 58–66 (2015). doi:10.1109/MC.2015.59
    • (2015) Computer (Long Beach Calif) , vol.48 , pp. 58-66
    • Ayday, E.1    De Cristofaro, E.2    Hubaux, J.-P.3
  • 60
    • 84901005679 scopus 로고    scopus 로고
    • Routes for breaching and protecting genetic privacy
    • Erlich, Y., Narayanan, A.: Routes for breaching and protecting genetic privacy. Nat. Rev. Genet. 15, 409–421 (2014). doi:10.1038/nrg3723
    • (2014) Nat. Rev. Genet , vol.15 , pp. 409-421
    • Erlich, Y.1    Narayanan, A.2
  • 62
    • 84905174579 scopus 로고    scopus 로고
    • Private predictive analysis on encrypted medical data
    • Bos, J.W., Lauter, K., Naehrig, M.: Private predictive analysis on encrypted medical data. J. Biomed. Inform. 50, 234–243 (2014). doi:10.1016/j.jbi.2014.04.003
    • (2014) J. Biomed. Inform , vol.50 , pp. 234-243
    • Bos, J.W.1    Lauter, K.2    Naehrig, M.3
  • 64
    • 84957038111 scopus 로고    scopus 로고
    • Accessed 29 Mar 2015
    • Homomorphic_Encryption.: http://en.wikipedia.org/w/index.php?title=Homomorphic_encryption&oldid=653811034 (2015). Accessed 29 Mar 2015
    • (2015) Homomorphic_Encryption
  • 65
    • 84931028807 scopus 로고    scopus 로고
    • Cloud cover protects gene data
    • Check Hayden, E.: Cloud cover protects gene data. Nature 519, 400–401 (2015). doi:10.1038/519400a
    • (2015) Nature , vol.519 , pp. 400-401
    • Check Hayden, E.1
  • 66
    • 84958543684 scopus 로고    scopus 로고
    • Privacy-preserving processing of raw genomic data
    • Accessed 31 Mar 2015
    • Ayday, E., Raisaro, J.L., Hengartner, U., et al.: Privacy-preserving processing of raw genomic data. Data Priv. Manag. Auton. Spontaneous Secur. 8247, 133–147 (2014). http://infoscience.epfl.ch/record/187573. Accessed 31 Mar 2015
    • (2014) Data Priv. Manag. Auton. Spontaneous Secur , vol.8247 , pp. 133-147
    • Ayday, E.1    Raisaro, J.L.2    Hengartner, U.3
  • 67
    • 84939802861 scopus 로고    scopus 로고
    • GenoGuard: Protecting genomic data against bruteforce attacks
    • San Jose, Accessed 31 Mar 2015
    • Huang, Z., Ayday, E., Fellay, J., et al.: GenoGuard: protecting genomic data against bruteforce attacks. In: 36th IEEE Symposium on Security and Privacy (S&P 2015), San Jose (2015). http://infoscience.epfl.ch/record/206772. Accessed 31 Mar 2015
    • (2015) 36Th IEEE Symposium on Security and Privacy (S&P 2015)
    • Huang, Z.1    Ayday, E.2    Fellay, J.3
  • 72
    • 51749089052 scopus 로고    scopus 로고
    • A cryptographic approach to securely share and query genomic sequences
    • Kantarcioglu, M., Jiang, W., Liu, Y., et al.: A cryptographic approach to securely share and query genomic sequences. IEEE Trans. Inf. Technol. Biomed. 12, 606–617 (2008). doi:10.1109/TITB.2007.908465
    • (2008) IEEE Trans. Inf. Technol. Biomed , vol.12 , pp. 606-617
    • Kantarcioglu, M.1    Jiang, W.2    Liu, Y.3
  • 73
    • 29244467725 scopus 로고    scopus 로고
    • Protecting genomic sequence anonymity with generalization lattices
    • Accessed 12 Jan 2012
    • Malin, B.A.: Protecting genomic sequence anonymity with generalization lattices. Methods Inf. Med. 44, 687–692 (2005). http://www.ncbi.nlm.nih.gov/pubmed/16400377. Accessed 12 Jan 2012
    • (2005) Methods Inf. Med , vol.44 , pp. 687-692
    • Malin, B.A.1
  • 74
    • 77952390550 scopus 로고    scopus 로고
    • Anonymization of electronic medical records for validating genome-wide association studies
    • Loukides, G., Gkoulalas-Divanis, A., Malin, B.: Anonymization of electronic medical records for validating genome-wide association studies. Proc. Natl. Acad. Sci. U. S. A. 107, 7898–7903 (2010). doi:10.1073/pnas.0911686107
    • (2010) Proc. Natl. Acad. Sci. U. S. A , vol.107 , pp. 7898-7903
    • Loukides, G.1    Gkoulalas-Divanis, A.2    Malin, B.3
  • 75
    • 84956973249 scopus 로고    scopus 로고
    • Differentially-private logistic regression for detecting multiple-SNP association in GWAS databases
    • Domingo-Ferrer, J., (ed.), Springer, Cham
    • Yu, F., Rybar, M., Uhler, C., et al.: Differentially-private logistic regression for detecting multiple-SNP association in GWAS databases. In: Domingo-Ferrer, J., (ed.) Privacy in Statistical Databases, 170–184. Springer, Cham (2010). doi:10.1007/978-3-540-87471-3
    • (2010) Privacy in Statistical Databases , pp. 170-184
    • Yu, F.1    Rybar, M.2    Uhler, C.3
  • 76
    • 84964314800 scopus 로고    scopus 로고
    • Differentially private genome data dissemination through top-down specialization
    • Wang, S., Mohammed, N., Chen, R.: Differentially private genome data dissemination through top-down specialization. BMC Med. Inform. Decis. Mak. 14, S2 (2014). doi:10.1186/1472-6947-14-S1-S2
    • (2014) BMC Med. Inform. Decis. Mak , vol.14
    • Wang, S.1    Mohammed, N.2    Chen, R.3
  • 78
    • 84905192776 scopus 로고    scopus 로고
    • Privacy-preserving data sharing for genome-wide association studies
    • Uhler, C., Slavkovic, A.B., Fienberg, S.E.: Privacy-preserving data sharing for genome-wide association studies. J. Priv. Confidentiality 5, 137–166 (2013)
    • (2013) J. Priv. Confidentiality , vol.5 , pp. 137-166
    • Uhler, C.1    Slavkovic, A.B.2    Fienberg, S.E.3
  • 79
    • 84905233012 scopus 로고    scopus 로고
    • Scalable privacy-preserving data sharing methodology for genome-wide association studies
    • Yu, F., Fienberg, S.E., Slavkovic, A.B., et al.: Scalable privacy-preserving data sharing methodology for genome-wide association studies. J. Biomed. Inform. 50, 133–141 (2014). doi:10.1016/j.jbi.2014.01.008
    • (2014) J. Biomed. Inform , vol.50 , pp. 133-141
    • Yu, F.1    Fienberg, S.E.2    Slavkovic, A.B.3
  • 80
    • 84964313111 scopus 로고    scopus 로고
    • Scalable privacy-preserving data sharing methodology for genome-wide association studies: An application to iDASH healthcare privacy protection challenge
    • Yu, F., Ji, Z.: Scalable privacy-preserving data sharing methodology for genome-wide association studies: an application to iDASH healthcare privacy protection challenge. BMC Med. Inform. Decis. Mak. 14, S3 (2014). doi:10.1186/1472-6947-14-S1-S3
    • (2014) BMC Med. Inform. Decis. Mak , vol.14
    • Yu, F.1    Ji, Z.2
  • 81
    • 84899522174 scopus 로고    scopus 로고
    • Genomic privacy and the rise of a new research community
    • De Cristofaro, E.: Genomic privacy and the rise of a new research community. IEEE Secur. Priv. 12, 80–83 (2014). doi:10.1109/MSP.2014.24
    • (2014) IEEE Secur. Priv , vol.12 , pp. 80-83
    • De Cristofaro, E.1
  • 84
    • 84964313265 scopus 로고    scopus 로고
    • A community assessment of privacy preserving techniques for human genomes. BMC Med. Inform. Decis
    • Jiang, X., Zhao, Y., Wang, X., et al.: A community assessment of privacy preserving techniques for human genomes. BMC Med. Inform. Decis. Mak. 14(Suppl 1), S1 (2014). doi:10.1186/1472-6947-14-S1-S1
    • (2014) Mak , vol.14 , Issue.1
    • Jiang, X.1    Zhao, Y.2    Wang, X.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.