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Open access Oct 2026

The All of Us dataset in scientific research: a bibliometric study of its utilization through 2024

Objective: This study presents a comprehensive bibliometric analysis of research publications utilizing the All of Us Research Program dataset to characterize publication trends, collaboration networks, key research topics, and compliance with All of Us publication and presentation policies through December 2024. Metho...

Yu-Qi He, Abrielle Spaletta · 0 citations
Aug 2026

Decoding Mental Health Through Wearable Signals Using Machine Learning Approaches

Mental health conditions are widespread, yet scalable assessment remains limited, as clinical interviews are time-intensive and self-report screeners are episodic and prone to bias, motivating passive, data-driven approaches. This study investigates whether short-term physical activity patterns captured by consumer wea...

Guan-Nan Liu, Jae Yoo, Gao-Jian Huang et al. · 0 citations

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