Human vs. Machine Learning Based Detection of Facial Weakness Using Video Analysis

Human vs. Machine Learning Based Detection of Facial Weakness Using Video Analysis

BackgroundCurrent EMS stroke screening tools facilitate early detection and triage, but the tools' accuracy and reliability are limited and highly variable. An automated stroke screening tool could improve stroke outcomes by facilitating more accurate prehospital diagnosis and delivery. We hypo...

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Bibliographic Details
Main Authors: Chad M. Aldridge, Mark M. McDonald, Mattia Wruble, Yan Zhuang, Omar Uribe, Timothy L. McMurry, Iris Lin, Haydon Pitchford, Brett J. Schneider, William A. Dalrymple, Joseph F. Carrera, Sherita Chapman, Bradford B. Worrall, Gustavo K. Rohde, Andrew M. Southerland
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-07-01
Series:Frontiers in Neurology
Subjects:
cerebrovascular disease
stroke
infarction
access to care
diagnostic test
computer vision
Online Access:https://www.frontiersin.org/articles/10.3389/fneur.2022.878282/full

Internet

https://www.frontiersin.org/articles/10.3389/fneur.2022.878282/full

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