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Development of a machine learning algorithm based on administrative claims data for identification of ED anaphylaxis patient visits

BACKGROUND: Epidemiologic studies of anaphylaxis commonly rely on International Classification of Diseases (ICD) codes to identify anaphylaxis cases, which may lead to suboptimal epidemiologic classification. OBJECTIVE: We sought to develop and assess the accuracy of a machine learning algorithm usi...

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Detalles Bibliográficos
Autores principales: Campbell, Ronna L., Alpern, Mollie L., Li, James T., Hagan, John B., Motosue, Megan, Mullan, Aidan F., Harper, Lauren S., Lohse, Christine M., Jeffery, Molly M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10509887/
https://www.ncbi.nlm.nih.gov/pubmed/37780106
http://dx.doi.org/10.1016/j.jacig.2022.09.002