Id: 4569917 Smartwatch-Derived Biometrics Enable Early, Clinically Relevant Detection of Impending Emergency Visits: Findings From the Heartbeat Study

Alex El Darzi; Yishi Jia; Yara Menassa; Carlo El Khoury; Christian M. Massad; Mohammad Montaser Atasi; Michel Abou Khalil; Maximilian Moersdorf; Yingshuo Liu; Amy Chudy; Abboud Hassan; Omar Kreidieh; Rodolfo A. Montiel Quintero; Amitabh C. Pandey; Ghassan Bidaoui; Hadi Younes; Han Feng; Nassir F. Marrouche

doi:10.1016/j.hroo.2026.08.078

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Consumer wearables offer continuous physiologic monitoring, and in the HEARTBEAT study, we explore whether smartwatch-derived biometrics show meaningful changes in the 7 days preceding cardiovascular emergency events, a clinically valuable window, for early warning and intervention.

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Darzi et al. (2026) studied this question.

synapsesocial.com/papers/6ad0fd3315427f6a84040543 https://doi.org/10.1016/j.hroo.2026.08.078

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Id: 4569917 Smartwatch-Derived Biometrics Enable Early, Clinically Relevant Detection of Impending Emergency Visits: Findings From the Heartbeat Study

Abstract

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Cite This Study

Id: 4569917 Smartwatch-Derived Biometrics Enable Early, Clinically Relevant Detection of Impending Emergency Visits: Findings From the Heartbeat Study

Abstract

Ask about this paper

Discussion

Cite This Study

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