Athlete Monitoring

Uses

Evidence quality

Highlighted claims

• Athlete monitoring is framed as a way to understand internal physiological responses to training and match stress. — An unsupervised decision-support framework for multivariate biomarker analysis in athlete monitoring
• The framework is intended to support interpretable decisions by assigning observations to physiological states with centroid biomarker profiles. — An unsupervised decision-support framework for multivariate biomarker analysis in athlete monitoring
• Single biomarkers are insufficient for interpreting athlete adaptation because physiological responses are nonlinear and involve multiple systems. — An unsupervised decision-support framework for multivariate biomarker analysis in athlete monitoring
• The proposed framework treats athlete monitoring as unsupervised multivariate profiling rather than simple injury prediction. — An unsupervised decision-support framework for multivariate biomarker analysis in athlete monitoring