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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...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5812624/ https://www.ncbi.nlm.nih.gov/pubmed/29444182 http://dx.doi.org/10.1371/journal.pone.0192586 |