Publications by authors named "Florian Stampe"
Objectives: Pseudonymization is an important aspect of projects dealing with sensitive patient data. Most projects build their own specialized, hard-coded, solutions. However, these overlap in many aspects of their functionality.
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- Record linkage is vital for connecting datasets containing personally identifiable information (PII) in various fields, especially in healthcare, but privacy laws limit sharing this data.
- The study introduces a privacy-preserving record linkage (PPRL) framework that utilizes secure multi-party computation, enabling linkage without risking PII exposure or requiring a trusted third party.
- Performance benchmarks demonstrate that the proposed solution can efficiently link patient records, achieving notable speed even over slow network connections, and relevant source code is openly accessible on GitHub.