Towards phenotyping stroke: Leveraging data from a large-scale epidemiological study to detect stroke diagnosis

OBJECTIVE: 1) To develop a machine learning approach for detecting stroke cases and subtypes from hospitalization data, 2) to assess algorithm performance and predictors on real-world data collected by a large-scale epidemiology study in the US; and 3) to identify directions for future development o...

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Vydáno v:PLoS One
Hlavní autoři: Ni, Yizhao, Alwell, Kathleen, Moomaw, Charles J., Woo, Daniel, Adeoye, Opeolu, Flaherty, Matthew L., Ferioli, Simona, Mackey, Jason, De Los Rios La Rosa, Felipe, Martini, Sharyl, Khatri, Pooja, Kleindorfer, Dawn, Kissela, Brett M.
Médium: Artigo
Jazyk:Inglês
Vydáno: Public Library of Science 2018
Témata:
Research Article
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC5812624/
https://ncbi.nlm.nih.gov/pubmed/29444182
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0192586
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