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Optimizing Patient Record Linkage in a Master Patient Index Using Machine Learning: Algorithm Development and Validation
BACKGROUND: To provide quality care, modern health care systems must match and link data about the same patient from multiple sources, a function often served by master patient index (MPI) software. Record linkage in the MPI is typically performed manually by health care providers, guided by automat...
Autores principales: | Nelson, Walter, Khanna, Nityan, Ibrahim, Mohamed, Fyfe, Justin, Geiger, Maxwell, Edwards, Keith, Petch, Jeremy |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
JMIR Publications
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10365597/ https://www.ncbi.nlm.nih.gov/pubmed/37384382 http://dx.doi.org/10.2196/44331 |
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