International Journal of Environmental Research and Public Health, Год журнала: 2022, Номер 19(23), С. 15676 - 15676

Опубликована: Ноя. 25, 2022

This study investigated the effects of modulated respiration on blood pressure and autonomic balance to develop a healthcare application system for stabilizing balance. Thirty-two participants were asked perform self-regulated tasks with 18 different sequences, their electrocardiograms (ECG) measured. Changes in cardiovascular functions compared between free-breathing various conditions. Systolic diastolic pressures stabilized after individual harmonic breathing. Autonomic balance, characterized by heart rate variability, was also brief training according frequency. Five machine-learning algorithms used classify two opposing factors free breathing The random forest models outperformed other classifiers data systolic variability. mean areas under curves (AUCs) 0.82 0.98 Our findings lend support that improved temporary frequency respiration. provides can control help stabilize which would reduce mental stress enhance human task performance fields.

Язык: Английский