Author

Y. Hachana

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Open access Sep 2026

Inter-session consistency of sprint-derived mechanical outputs in youth male soccer players: A combined classical and data-driven approach

This study examined the between-session reliability of sprint-derived horizontal force–velocity (FV) profile variables in forty highly trained youth male soccer players (age 13.63 ± 1.03 years), and explored whether machine-learning (Random-Forest) analyses complement traditional reliability statistics. The participa...

M. Hajri, Aymen Khemiri, Senda Sammoud et al. · International Journal of Spo... · 0 citations

Open access Aug 2026

Machine Learning-Based Prediction of Six-Minute Walk Distance in Children with Obesity

Highlights What are the main findings? Explainable machine learning model, especially XGBoost, outperformed the conventional linear regression in predicting six-minute walk distance (6MWD), as it can better model complex and non-linear relationships between anthropometric parameters in children with obesity. Age is the...

E. Makni, Mohamed Elloumi, Achraf Ammar et al. · Children · 0 citations