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Can we predict the internal load (perceived exertion) from the external load (GPS) with machine learning?

Emmanuel Vallance , Nicolas Sutton-Charani , Patrice Guyot , S. Perrey
ACAPS 2021 - 19ème congrès international des chercheurs en Activités Physiques et Sportives, Oct 2021, Montpellier, France
Communication dans un congrès hal-03443310v1
Image document

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

Emmanuel Vallance , Nicolas Sutton-Charani , Abdelhak Imoussaten , Jacky Montmain , Stéphane Perrey
Applied Sciences, 2020, 10 (15), pp.5261. ⟨10.3390/app10155261⟩
Article dans une revue hal-02913576v1
Image document

Machine learning approach for predicting injury in soccer from external and internal training loads

Emmanuel Vallance , Nicolas Sutton-Charani , Abdelhak Imoussaten , Jacky Montmain , Stéphane Perrey
ACAPS 2019 - 18th Congress of the ACAPS in Paris, from the 29 - 31 October,, Oct 2019, Paris, France. 2019
Poster de conférence hal-02416517v1