Combining Internal- and External-Training-Loads to Predict Non-Contact Injuries in Soccer

Combining Internal- and External-Training-Loads to Predict Non-Contact Injuries in Soccer

The large amount of features recorded from GPS and inertial sensors (external load) and well-being questionnaires (internal load) can be used together in a multi-dimensional non-linear machine learning based model for a better prediction of non-contact injuries. In this study we put forward the main...

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Bibliographic Details
Main Authors: Emmanuel Vallance, Nicolas Sutton-Charani, Abdelhak Imoussaten, Jacky Montmain, Stéphane Perrey
Format: Article
Language:English
Published: MDPI AG 2020-07-01
Series:Applied Sciences
Subjects:
injury prediction
training load monitoring
non-linear machine learning
well-being questionnaires
one-month and one-week time horizons
sport science
Online Access:https://www.mdpi.com/2076-3417/10/15/5261

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https://www.mdpi.com/2076-3417/10/15/5261

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