Classifying Elite From Novice Athletes Using Simulated Wearable Sensor Data

Classifying Elite From Novice Athletes Using Simulated Wearable Sensor Data

Movement screens are frequently used to identify differences in movement patterns such as pathological abnormalities or skill related differences in sport; however, abnormalities are often visually detected by a human assessor resulting in poor reliability. Therefore, our previous research has focus...

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Bibliographic Details
Main Authors: Gwyneth B. Ross, Brittany Dowling, Nikolaus F. Troje, Steven L. Fischer, Ryan B. Graham
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-08-01
Series:Frontiers in Bioengineering and Biotechnology
Subjects:
inertial measurement units
machine learning
artificial intelligence
principal component analysis
pattern recognition
athletics
Online Access:https://www.frontiersin.org/article/10.3389/fbioe.2020.00814/full

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https://www.frontiersin.org/article/10.3389/fbioe.2020.00814/full

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