With the rapid advancement of artificial intelligence (AI) and digital healthcare technologies, wearable health devices have become important tools for modern health management. Smartwatches, heart rate monitors, and sleep-tracking systems can continuously collect physiological data, including heart rate, heart rate variability (HRV), sleep quality, blood oxygen saturation, and physical activity...