A Review of Current Patient Matching Techniques
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Updated: Feb 27, 2026

Inverse Probability of Treatment Weighting Propensity Score using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
Philomena Waruhari1, Ankica Babic1, Lawrence Nderu2
1Department of Information Science and Media Studies, University of Bergen, Norway.
Abstract:
As healthcare organizations strive to improve quality of care and patient safety, it becomes paramount that they identify patients correctly and match records accurately both within and across institutions. Continuous care and population health benefits can be optimized when providers can have a comprehensive view of a patient's health record through seamless health information exchange. Various patient matching techniques have emerged to facilitate accurate patient identification. In this paper, we present a review of existing patient matching techniques, analyzed based on accuracy, cost and execution time.
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