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Motion and heart rate from a wrist-worn wearable and labeled sleep from polysomnography

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DataCite Commons2021-12-16 更新2025-04-16 收录
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https://physionet.org/content/sleep-accel/
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资源简介:
This project contains acceleration (in units of _g_ ) and heart rate (bpm, measured from photoplethysmography) recorded from the Apple Watch, as well as labeled sleep scored from gold-standard polysomnography. Data were collected at the University of Michigan from June 2017 to March 2019, and there are 31 subjects in total. Code to read and process these files is available on GitHub. The paper corresponding to the work is Walch et al., "Sleep stage prediction with raw acceleration and photoplethysmography heart rate data derived from a consumer wearable device", SLEEP (2019).
提供机构:
PhysioNet
创建时间:
2020-04-01
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