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We also examine the characteristics of participants whose sleep behaviors deviate from typical sleep patterns and make the analytic pipelines publicly available—through an open-source R package—to support the implementation of Fitbit sleep data processing for clinical and research use.
A retrospective observational longitudinal study using secondary data analysis was conducted to implement the algorithms for preprocessing Fitbit sleep data.
J Med Internet Res 2025;27:e71718
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Authors’ Reply: Foundation Models for Generative AI in Time-Series Forecasting
J Med Internet Res 2025;27:e79772
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Correction: Generative AI Models in Time-Varying Biomedical Data: Scoping Review
J Med Internet Res 2025;27:e79605
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Reference 69: The state of mobile internet connectivity 2024(https://www.gsma.com/r/somic/)
JMIR Aging 2025;8:e63944
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Reference 28: A proposed preventive role for Gamma-hydroxybutyrate (Xyrem(R)) in Alzheimer's disease
JMIR Res Protoc 2025;14:e68356
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