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Formative Evaluation of Digital Health Interventions (4866) Clinical Informatics (2112) Personal Health Records, Patient-Accessible Electronic Health Records, Patient Portals (997) Clinical Information and Decision Making (3483) New Methods (1722) Tools, Programs and Algorithms (556) Machine Learning (3007)

Published on in Vol 7 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/44331, first published .
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Optimizing Patient Record Linkage in a Master Patient Index Using Machine Learning: Algorithm Development and Validation

Optimizing Patient Record Linkage in a Master Patient Index Using Machine Learning: Algorithm Development and Validation

Authors of this article:

Walter Nelson1, 2 Author Orcid Image ;   Nityan Khanna1 Author Orcid Image ;   Mohamed Ibrahim1 Author Orcid Image ;   Justin Fyfe3 Author Orcid Image ;   Maxwell Geiger4 Author Orcid Image ;   Keith Edwards5 Author Orcid Image ;   Jeremy Petch1, 6, 7, 8 Author Orcid Image
Article Authors Cited by (4) Tweetations (4) Metrics

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  1. Kaur R, Jit Singh H, Chana I. Machine Learning‐Based Data Deduplication: Techniques, Challenges, and Future Directions. Concurrency and Computation: Practice and Experience 2026;38(3) View
  2. Guadamuz J, Bacong A, Chen S, Calip G, Bustamante A. Comparability of Mortality Rates From Health Surveys Linked to National Death Index, 2015 Versus 2019: Revised Methods Alter Results for Minoritized and Immigrant Groups. American Journal of Preventive Medicine 2026;71(4):108388 View

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  1. Pita P, Harron K, Fernandes I, Gomes J, Rocha G, Ramos P, Sena S, Carreiro R, Eustáquio F, Cardozo G, Santos C, Ribeiro L, Sena S, Almeida B, Barreto M, Pita R. Anais do XXVI Simpósio Brasileiro de Computação Aplicada à Saúde (SBCAS 2026). Optimizing Record Linkage Parameters with Genetic Algorithms for Health Data Integration View