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Bradley Malin, Ph.D.
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I have broad research interests in data science, management, and trustworthy computing. I believe that the analysis of large quantities of health and molecular information has the potential to refine phenotype definitions into significantly more nuanced models, as well as novel clinical concepts, which associate with differential response to interventions. My research has demonstrated that we can make rapid progress in this direction by integrating novel computing infrastructures with statistically-driven methods to learn patterns and test predictive models. However, to maximize the potential for data science in clinical investigations, we must make data available on a broad scale without violating the rights of the people to whom it corresponds. As such, a great deal of my research focuses on the development of multidisciplinary approaches to privacy preservation that draw upon methods from computer science, biomedical knowledge modeling, policy analysis, and economics.
Check out the people on the privacy lab's online home.
Conference Program Commitees (Upcoming)
... Elected to the National Academy of Medicine (10/15/18)
... Appointed to the Technical Anonymisation Group of the European Medicines Agency (7/12/2017)
... Named a Chancellor Faculty Fellow for 2016-2018
... on our call for better health data breach statistics (10/2017) ... on our winning solution to the iDASH Genome Privacy Competition
(GenomeWeb story and Vanderbilt story)
(12/2016) ... on our new Center of Excellence in Ethics Research (on Genomics and Data Privacy) (5/2016) ... on the new Big Biomedical Data Science Ph.D. Program (4/2016) ... on our involvment in the Precision Medicine Initiative pilot (2/2016) ... for the U.S. Commission on Evidence-based Policymaking on applications of homomorphic cryptography for statistical computation (2/24/2017) ... seminar at Academia Sinica (Taiwan) (12/13/2018) ... speaker at the Munich Digital Health Summitt (11/30/2018) ... speaker at the Defining the National Heart, Lung, Blood Institute's Research Priorities in ELSI of Genomics Meeting (9/12/2018) ... keynote speaker at the Southern Arizona Biomedical Research Symposia, University of Arizona (5/31/2018) "Assessing Data Intrusion Threats"
... American Journal of Human Genetics:
Testimony...
Invited ...
Letter to Science...
Recent Accepted Papers...
Expanding Access to Large-Scale Genomic Data While Promoting Privacy: A Game Theoretic Approach
The Need for Better Breach Statistics
... Journal of the American Medical Informatics Association:
The Therapy is Making Me Sick: How Online Portal Communications Between Breast Cancer Patients and Physicians Indicate Medication Discontinuation