Stroke Screening Feature Selection for Arm Weakness Using a Mobile Application

Stroke Screening Feature Selection for Arm Weakness Using a Mobile Application

This work studies the features of a proposed automated stroke self-screening application that utilizes the gyroscope and accelerometer devices in smartphones to determine the possible onset of a stroke by assessing arm muscle weakness. The application requires users to perform two arm movements to e...

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Bibliographic Details
Main Authors: Phongphan Phienphanich, Nattakit Tankongchamruskul, Wasan Akarathanawat, Aurauma Chutinet, Rossukon Nimnual, Charturong Tantibundhit, Nijasri Charnnarong Suwanwela
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Arm weakness
handcrafted features
stroke screening
FAST
curl-up
raise-up
Online Access:https://ieeexplore.ieee.org/document/9197717/

Internet

https://ieeexplore.ieee.org/document/9197717/

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