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N. Guelmami

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Open access Sep 2026

School-based predictive contributors to six-minute walk test performance across pubertal stages: an explainable machine learning study in Tunisian adolescents

Background The six-minute walk test (6MWT) provides a practical measure of submaximal functional exercise capacity in adolescents and reflects the integrated response of cardiovascular, respiratory, and musculoskeletal systems during walking. Traditional age-based linear models inadequately capture nonlinear, maturatio...

H. Ghouili, Amel Dridi, N. Ouerghi et al. · 0 citations
Review Open access Jul 2026

Generative artificial intelligence and large language models in sports medicine: a scoping review of applications, accuracy, and ethical implications

GenAI shows promise as a supervised decision-support tool in sports medicine, but current evidence does not support unsupervised clinical use and key challenges include hallucination risks, a lack of sport-specific validation datasets, and insufficient ethical and governance frameworks.

Ismail Dergaa, Mohamed Amine Dergaa, Mortadha Razzak et al. · 3 citations

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