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Open access Oct 2026

Markerless Pose Estimation and Explainable Machine Learning for Assessing Kicking Technique and Shooting Performance in Youth Football Players

Markerless pose estimation offers a practical route to field-based biomechanical assessment, but its ability to predict distinct dimensions of football kicking performance remains uncertain. This study evaluated 60 youth football players (48 male, 12 female; age 16.35 ± 1.19 years, range 14.31–18.28) from Romanian yout...

Ș. Alecu, G. Onea · 0 citations
Review Open access 2026

ARTIFICIAL INTELLIGENCE IN SPORTS PERFORMANCE AND COACHING: CURRENT APPLICATIONS AND EMERGING CHALLENGES

Artificial intelligence is increasingly used to transform athlete data into predictions, classifications, and decision-support outputs for coaches and sport scientists. This review examines current applications of machine learning, deep learning, computer vision, and generative artificial intelligence in sports perform...

Ș. Alecu · 0 citations

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