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

BACKGROUND: Quality patient care requires comprehensive health care data from a broad set of sources. However, missing data in medical records and matching field selection are 2 real-world challenges in patient-record linkage. OBJECTIVE: In this study, we aimed to evaluate the extent to which incorp...

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Detalles Bibliográficos
Autores principales: Li, Xiaochun, Xu, Huiping, Grannis, Shaun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2022
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9562057/
https://www.ncbi.nlm.nih.gov/pubmed/36173664
http://dx.doi.org/10.2196/33775

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9562057/
https://www.ncbi.nlm.nih.gov/pubmed/36173664
http://dx.doi.org/10.2196/33775

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