Andreas Borg
University of Mainz
12 Papers
37 Citations
Andreas Borg is an academic researcher from University of Mainz. The author has contributed to research in topics: Record linkage & Pseudonymization. The author has an hindex of 8, co-authored 12 publications.
Chat about Author
Papers
A RESTful interface to pseudonymization services in modern web applications.
TL;DR: A new RESTful pseudonymization interface tailored for use in web applications accessed by modern web browsers that fits the requirements of web-based scenarios and allows building applications that make pseudonymization transparent to the user using ordinary web technology.
79
Quality of record linkage in a highly automated cancer registry that relies on encrypted identity data
Irene Schmidtmann,Murat Sariyar,Andreas Borg,Aslihan Gerold-Ay,Oliver Heidinger,Hans-Werner Hense,Volker Krieg,Gaël P. Hammer +7 more
- 01 Jun 2016
TL;DR: Observed error rates are low, which shows that effective methods to standardize and improve the quality of the input data have been implemented, crucial to keep error rates low when the registry’s database grows.
15
Active learning strategies for the deduplication of electronic patient data using classification trees
TL;DR: An empirical evaluation is conducted to investigate whether a simple active learning strategy using binary comparison patterns is sufficient or if string metrics together with a more sophisticated algorithm are necessary to achieve high accuracies with a small training set.
12
Bagging, bumping, multiview, and active learning for record linkage with empirical results on patient identity data
Murat Sariyar,Andreas Borg +1 more
TL;DR: This paper introduces and evaluates two new machine-learning methods (bumping and multiview) and cautiously concludes that tree-based record linkage methods are likely to produce similar results because of the low-dimensionality (p≪n) and straightforwardness of the underlying problem.
8