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Machine Learning Approaches to Identify Nicknames from A Statewide Health Information Exchange

Patient matching is essential to minimize fragmentation of patient data. Existing patient matching efforts often do not account for nickname use. We sought to develop decision models that could identify true nicknames using features representing the phonetical and structural similarity of nickname p...

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Detalles Bibliográficos
Publicado en:AMIA Jt Summits Transl Sci Proc
Main Authors: Kasthurirathne, Suranga N., Grannis, Shaun J.
Formato: Artigo
Idioma:Inglês
Publicado: American Medical Informatics Association 2019
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC6568128/
https://ncbi.nlm.nih.gov/pubmed/31259019
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