• A Simple Algorithm for Estimating Distribution Parameters from n -Dimensional Randomized Binary Responses 

      Vinterbo, Staal (Journal article; Peer reviewed, 2018)
      Randomized response is attractive for privacy preserving data collection because the provided privacy can be quantified by means such as differential privacy. However, recovering and analyzing statistics involving multiple ...
    • An open access medical knowledge base for community driven diagnostic decision support system development 

      Müller, Lars; Gangadharaiah, Rashmi; Klein, Simone; Perry, James; Bernstein, Greg; Nurkse, David; Wailes, Dustin; Graham, Rishi; El-Kareh, Robert; Mehta, Sanjay; Vinterbo, Staal; Aronoff-Spencer, Eliah (Journal article; Peer reviewed, 2019)
      Introduction While early diagnostic decision support systems were built around knowledge bases, more recent systems employ machine learning to consume large amounts of health data. We argue curated knowledge bases will ...
    • Parallel Feature Selection Using Only Counts 

      Vinterbo, Staal; Que, Jialan (Journal article; Peer reviewed, 2018)
      Count queries belong to a class of summary statistics routinely used in basket analysis, inventory tracking, and study cohort finding. In this article, we demonstrate how it is possible to use simple ...
    • The Tension between Anonymity and Privacy 

      Vinterbo, Staal (Journal article; Peer reviewed, 2018)
      Privacy in the context of information and data is often defined in terms of anonymity, particularly in regulations such as the GDPR. Operationally, it is appealing to define privacy in terms of computable data properties ...