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

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 of...

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Bibliographic Details
Main Authors: Yizhao Ni, Kathleen Alwell, Charles J Moomaw, Daniel Woo, Opeolu Adeoye, Matthew L Flaherty, Simona Ferioli, Jason Mackey, Felipe De Los Rios La Rosa, Sharyl Martini, Pooja Khatri, Dawn Kleindorfer, Brett M Kissela
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2018-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC5812624?pdf=render

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http://europepmc.org/articles/PMC5812624?pdf=render

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