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Review shows digital biomarkers enhance sleep monitoring in consumers, suggesting clinical potential.
Sleep is fundamental to health and productivity, with insufficient rest linked to rising economic losses. Advances in wearables and non-contact sensors have transformed sleep monitoring from hospital-based polysomnography to everyday tracking via watches, rings, and beds. While consumer devices capture broad patterns, dedicated and FDA-cleared systems now approach clinical accuracy for disorders like sleep apnea. Embedded electronics and AI are driving the emergence of digital biomarkers, enabling personalized insights and long-term monitoring. This article reviews the evolution of sleep sensors, their convergence with clinical practice, and their growing role in preventive health.
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Tejas Padliya (2025) studied this question.
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