Bradley A Malin

Summary

Affiliation: Vanderbilt University
Country: USA

Publications

  1. pmc Policy recommendations for addressing privacy challenges associated with cell-based research and interventions
    Ubaka Ogbogu
    Faculties of Law and Pharmacy and Pharmaceutical Sciences, University of Alberta, 116 Street and 85 Avenue, Edmonton T6G 2R3, Canada
    BMC Med Ethics 15:7. 2014
  2. pmc Learning relational policies from electronic health record access logs
    Bradley Malin
    Department of Biomedical Informatics, School of Medicine, Vanderbilt University, Nashville, TN 37203, USA
    J Biomed Inform 44:333-42. 2011
  3. pmc Never too old for anonymity: a statistical standard for demographic data sharing via the HIPAA Privacy Rule
    Bradley Malin
    Department of Biomedical Informatics, School of Medicine, Vanderbilt University, Nashville, Tennessee 37203, USA
    J Am Med Inform Assoc 18:3-10. 2011
  4. pmc Identifiability in biobanks: models, measures, and mitigation strategies
    Bradley Malin
    Department of Biomedical Informatics, School of Medicine, Vanderbilt University, 2525 West End Avenue, Suite 600, Nashville, TN 37203, USA
    Hum Genet 130:383-92. 2011
  5. pmc Technical and policy approaches to balancing patient privacy and data sharing in clinical and translational research
    Bradley Malin
    Department of Biomedical Informatics, Vanderbilt University, Nashville, TN 37203, USA
    J Investig Med 58:11-8. 2010
  6. doi request reprint Secure construction of k-unlinkable patient records from distributed providers
    Bradley Malin
    Department of Biomedical Informatics, Vanderbilt University, Nashville, TN 37203, USA
    Artif Intell Med 48:29-41. 2010
  7. ncbi request reprint A computational model to protect patient data from location-based re-identification
    Bradley Malin
    Department of Biomedical Informatics, Eskind Biomedical Library, Fourth Floor, 2209 Garland Avenue, Vanderbilt University, Nashville, TN 37232 8340, USA
    Artif Intell Med 40:223-39. 2007
  8. pmc A longitudinal social network analysis of the editorial boards of medical informatics and bioinformatics journals
    Bradley Malin
    Eskind Biomedical Library, Department of Biomedical Informatics, School of Medicine, Vanderbilt University, Nashville, TN 37232 8340, USA
    J Am Med Inform Assoc 14:340-8. 2007
  9. pmc Size matters: how population size influences genotype-phenotype association studies in anonymized data
    Raymond Heatherly
    Department of Biomedical Informatics, School of Medicine, Vanderbilt University, 2525 West End Avenue, Suite 1030, Nashville, TN 37203, USA Electronic address
    J Biomed Inform 52:243-50. 2014
  10. pmc Ethical and practical challenges to studying patients who opt out of large-scale biorepository research
    S Trent Rosenbloom
    Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
    J Am Med Inform Assoc 20:e221-5. 2013

Collaborators

Detail Information

Publications19

  1. pmc Policy recommendations for addressing privacy challenges associated with cell-based research and interventions
    Ubaka Ogbogu
    Faculties of Law and Pharmacy and Pharmaceutical Sciences, University of Alberta, 116 Street and 85 Avenue, Edmonton T6G 2R3, Canada
    BMC Med Ethics 15:7. 2014
    ....
  2. pmc Learning relational policies from electronic health record access logs
    Bradley Malin
    Department of Biomedical Informatics, School of Medicine, Vanderbilt University, Nashville, TN 37203, USA
    J Biomed Inform 44:333-42. 2011
    ..Additionally, we demonstrate that there is significant turnover in the interactions between users in the HCO and that policies learned at the department-level afford greater stability over time...
  3. pmc Never too old for anonymity: a statistical standard for demographic data sharing via the HIPAA Privacy Rule
    Bradley Malin
    Department of Biomedical Informatics, School of Medicine, Vanderbilt University, Nashville, Tennessee 37203, USA
    J Am Med Inform Assoc 18:3-10. 2011
    ..The authors propose an intuitive approach to de-identifying patient demographics in accordance with the Statistical Standard...
  4. pmc Identifiability in biobanks: models, measures, and mitigation strategies
    Bradley Malin
    Department of Biomedical Informatics, School of Medicine, Vanderbilt University, 2525 West End Avenue, Suite 600, Nashville, TN 37203, USA
    Hum Genet 130:383-92. 2011
    ..Finally, we discuss the policy implications of these findings, particularly as they pertain to biobank security and access policies. We situate our review in the context of real data sharing scenarios and biorepositories...
  5. pmc Technical and policy approaches to balancing patient privacy and data sharing in clinical and translational research
    Bradley Malin
    Department of Biomedical Informatics, Vanderbilt University, Nashville, TN 37203, USA
    J Investig Med 58:11-8. 2010
    ..The widespread use of such open databases is contingent on the protection of patient privacy...
  6. doi request reprint Secure construction of k-unlinkable patient records from distributed providers
    Bradley Malin
    Department of Biomedical Informatics, Vanderbilt University, Nashville, TN 37203, USA
    Artif Intell Med 48:29-41. 2010
    ..In this paper, we introduce an algorithmic approach to formally thwart trail re-identification in a secure setting...
  7. ncbi request reprint A computational model to protect patient data from location-based re-identification
    Bradley Malin
    Department of Biomedical Informatics, Eskind Biomedical Library, Fourth Floor, 2209 Garland Avenue, Vanderbilt University, Nashville, TN 37232 8340, USA
    Artif Intell Med 40:223-39. 2007
    ..In this paper, we develop and evaluate computational methods that health care organizations can apply to disclose patient-specific DNA records that are impregnable to trail re-identification...
  8. pmc A longitudinal social network analysis of the editorial boards of medical informatics and bioinformatics journals
    Bradley Malin
    Eskind Biomedical Library, Department of Biomedical Informatics, School of Medicine, Vanderbilt University, Nashville, TN 37232 8340, USA
    J Am Med Inform Assoc 14:340-8. 2007
    ..Models such as co-citation and co-author analysis measure the relationships between researchers; but they do not capture how environments that support knowledge transfer across communities are organized...
  9. pmc Size matters: how population size influences genotype-phenotype association studies in anonymized data
    Raymond Heatherly
    Department of Biomedical Informatics, School of Medicine, Vanderbilt University, 2525 West End Avenue, Suite 1030, Nashville, TN 37203, USA Electronic address
    J Biomed Inform 52:243-50. 2014
    ..We systematically investigate this issue using a large-scale biorepository and EMR system through which we evaluate the ability of researchers to learn from anonymized data for genome-phenome association studies under various conditions...
  10. pmc Ethical and practical challenges to studying patients who opt out of large-scale biorepository research
    S Trent Rosenbloom
    Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
    J Am Med Inform Assoc 20:e221-5. 2013
    ....
  11. pmc Anonymization of electronic medical records for validating genome-wide association studies
    Grigorios Loukides
    Department of Biomedical Informatics, Vanderbilt University, Nashville, TN 37203, USA
    Proc Natl Acad Sci U S A 107:7898-903. 2010
    ....
  12. pmc The disclosure of diagnosis codes can breach research participants' privacy
    Grigorios Loukides
    Department of Biomedical Informatics, School of Medicine, Vanderbilt University, Nashville, Tennessee 37203, USA
    J Am Med Inform Assoc 17:322-7. 2010
    ....
  13. pmc A game theoretic framework for analyzing re-identification risk
    Zhiyu Wan
    Department of Electrical Engineering and Computer Science, Vanderbilt University, Nashville, Tennessee, United States of America
    PLoS ONE 10:e0120592. 2015
    ..In combination, these findings provide support that such a framework can enable pragmatic policy decisions about de-identified data sharing. ..
  14. pmc Enabling genomic-phenomic association discovery without sacrificing anonymity
    Raymond D Heatherly
    Department of Biomedical Informatics, School of Medicine, Vanderbilt University, Nashville, TN, USA
    PLoS ONE 8:e53875. 2013
    ..We demonstrate this strategy with a dataset of over one million medical records and show that 192 genotype-phenotype associations can be discovered with fidelity equivalent to non-anonymized clinical data...
  15. ncbi request reprint Confidentiality preserving audits of electronic medical record access
    Bradley Malin
    Department of Biomedical Informatics, School of Medicine, Vanderbilt University, Nashville, TN 37232, United States
    Stud Health Technol Inform 129:320-4. 2007
    ..We motivate the protocol in a real world medical center and then generalize the protocol for implementation in existing healthcare environments...
  16. pmc SecureMA: protecting participant privacy in genetic association meta-analysis
    Wei Xie
    Department of Electrical Engineering and Computer Science, Vanderbilt University, Nashville, TN 37232, USA, Department of Computer Science, University of Texas at Dallas, Richardson, TX 75080, USA, Department of Biomedical Informatics, Center for Human Genetics Research, Department of Molecular Physiology and Biophysics and Department of Medicine, Vanderbilt University, Nashville, TN 37232, USA
    Bioinformatics 30:3334-41. 2014
    ..However, recent investigations suggest the privacy of the individual participants in these studies can be compromised, leading to serious concerns and consequences, such as overly restricted access to data...
  17. pmc Evaluating re-identification risks with respect to the HIPAA privacy rule
    Kathleen Benitez
    Department of Biomedical Informatics, School of Medicine, Vanderbilt University, Nashville, Tennessee 37203, USA
    J Am Med Inform Assoc 17:169-77. 2010
    ....
  18. ncbi request reprint How (not) to protect genomic data privacy in a distributed network: using trail re-identification to evaluate and design anonymity protection systems
    Bradley Malin
    Data Privacy Laboratory, School of Computer Science, Carnegie Mellon University, Pittsburgh, PA 15213 3890, USA
    J Biomed Inform 37:179-92. 2004
    ..We propose that such techniques can be applied as system tests of privacy protection capabilities...
  19. doi request reprint A cryptographic approach to securely share and query genomic sequences
    Murat Kantarcioglu
    Department of Computer Science, University of Texas, Dallas, TX 75080 3021 USA
    IEEE Trans Inf Technol Biomed 12:606-17. 2008
    ..The framework can be implemented on top of existing information and network technologies in biomedical environments...