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This paper is in the following e-collection/theme issue:

Clinical Information and Decision Making (3867) Clinical Informatics (2375) Tools, Programs and Algorithms (604) Electronic Health Records (1787)

Published on in Vol 24, No 9 (2022): September

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/33775, first published .
Doctor in blue scrubs using a tablet in a hospital hallway

The Data-Adaptive Fellegi-Sunter Model for Probabilistic Record Linkage: Algorithm Development and Validation for Incorporating Missing Data and Field Selection

The Data-Adaptive Fellegi-Sunter Model for Probabilistic Record Linkage: Algorithm Development and Validation for Incorporating Missing Data and Field Selection

Authors of this article:

Xiaochun Li1 Author Orcid Image ;   Huiping Xu1 Author Orcid Image ;   Shaun Grannis2 Author Orcid Image
Article Authors Cited by (7) Tweetations (2) Metrics

Journals

  1. Xu H, Li X, Zhang Z, Grannis S. Variable selection for latent class analysis in the presence of missing data with application to record linkage. Statistical Methods in Medical Research 2024;33(6):966 View
  2. Paddock S, Franco C, Breidt F, Betancourt B. Statistical Data Integration for Health Policy Evidence-Building. Annual Review of Statistics and Its Application 2025;12(1):107 View
  3. Peng H, Olsabeck T, Forsythe H, Patel P, Malosh R, Dombkowski K. Deduplication of temporary names in an immunization registry using probabilistic linkage. Vaccine 2025;64:127674 View
  4. Kamat G, Gutman R. Analysis of Linked Files: A Missing Data Perspective. Statistical Science 2026;41(1):28 View
  5. Barboi C, Ouyang F, Lembcke L, Martin A, Griffith A, Allen K, Li X, Xu H, Grannis S. Evaluation of the Accuracy of Probabilistic Record Linkage Across Sociodemographic Categories in 4 Databases: Exploratory Study. JMIR Formative Research 2026;10:e78622 View
  6. Saber F, Choukri A, Amnai M, Waga A. PPRL-Stack: A Novel Stacking Architecture for Efficient and Secure Record Linkage. Big Data and Cognitive Computing 2026;10(8):257 View
  7. Perez J, Gutierrez A, Lopez C. Probabilistic Record Linkage and Machine Learning Model for Detecting Duplicate Patient Records Using Demographic Similarity, Address Variation, Encounter History, Insurance Identifiers, and Clinical Pattern Matching. Journal of Health Informatics and Digital Systems 2025;5(1) View