A single medical-grade wristband passively tracks heart rate, breathing rate, and blood oxygen to predict COPD exacerbations. This approach replaces complex multi-sensor systems that often fail in real-world settings. Researchers utilized these vital signs to identify sudden lung function decline. The findings offer a practical, low-burden monitoring path for healthcare providers managing chronic patients.