Predicting Hydration Status Using Machine Learning Models From Physiological and Sweat Biomarkers During Endurance Exercise: A Single Case Study - Wang, Shu; Lafaye, Celine; Saubade, Mathieu; Besson, Cyril; Margarit-Taule, Josep Maria; Gremeaux, Vincent; Liu, Shih-Chii (IEEE journal of biomedical and health informatics, 2022)
Keywords: Accuracy; Biological system modeling; Biomarkers; Biomedical monitoring; Body weight; Body weight loss; Dehydration; Endurance; exercise; Fluid intake; Heart rate; Hydration; Learning algorithms; Machine learning; Physical training; physiological biomarkers; Physiology; Predictive models; Sodium; Sweat; sweat biomarkers; Temperature measurement; Weight loss