Prospective Validation of a Machine Learning Model that Uses Provider Notes to Identify Candidates for Resective Epilepsy Surgery

OBJECTIVE: Delay to resective epilepsy surgery results in avoidable disease burden and increased risk of mortality. The objective was to prospectively validate a natural language processing (NLP) application that uses provider notes to assign epilepsy surgery candidacy scores. METHODS: The applicati...

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Detalhes bibliográficos
Publicado no:Epilepsia
Main Authors: Wissel, Benjamin D., Greiner, Hansel M., Glauser, Tracy A., Holland-Bouley, Katherine D., Mangano, Francesco T., Santel, Daniel, Faist, Robert, Zhang, Nanhua, Pestian, John P., Szczesniak, Rhonda D., Dexheimer, Judith W.
Formato: Artigo
Idioma:Inglês
Publicado em: 2019
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6980264/
https://ncbi.nlm.nih.gov/pubmed/31784992
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/epi.16398
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