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E. Stoughton

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Review Open access Jul 2026

A Fully Automated End-to-End Framework for Scalable Record Linkage

Background Automated record linkage is often defined as applying a single threshold to classify candidate record pairs as matches or non-matches, in contrast to the Fellegi–Sunter two-threshold approach that relies on manual review for uncertain pairs. However, eliminating manual review alone does not constitute fully...

Barret A. Monchka, Cole Chuchmach, E. Stoughton et al. · 0 citations

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