Comparing algorithms for assessing upper limb use with inertial measurement units

Comparing algorithms for assessing upper limb use with inertial measurement units

The various existing measures to quantify upper limb use from wrist-worn inertial measurement units can be grouped into three categories: 1) Thresholded activity counting, 2) Gross movement score and 3) machine learning. However, there is currently no direct comparison of all these measures on a sin...

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Bibliographic Details
Main Authors: Tanya Subash, Ann David, StephenSukumaran ReetaJanetSurekha, Sankaralingam Gayathri, Selvaraj Samuelkamaleshkumar, Henry Prakash Magimairaj, Nebojsa Malesevic, Christian Antfolk, Varadhan SKM, Alejandro Melendez-Calderon, Sivakumar Balasubramanian
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-12-01
Series:Frontiers in Physiology
Subjects:
hemiparesis
machine learning
sensorimotor assessment
upper-limb rehabilitation
upper-limb use
wearable sensors
Online Access:https://www.frontiersin.org/articles/10.3389/fphys.2022.1023589/full

Internet

https://www.frontiersin.org/articles/10.3389/fphys.2022.1023589/full

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