Sleep stage prediction with raw acceleration and photoplethysmography heart rate data derived from a consumer wearable device

Research article (SLEEP, 2019) · cited 237× · AI/ML
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Sleep stage prediction with raw acceleration and photoplethysmography heart rate data derived from a consumer wearable device

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Sleep stage prediction with raw acceleration and photoplethysmography heart rate data derived from a consumer wearable device is a scholarly article[1].

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  • Sleep stage prediction with raw acceleration and photoplethysmography heart rate data derived from a consumer wearable device's instance of is recorded as scholarly article[2].

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APA 4ort.xyz Knowledge Graph. (2026). Sleep stage prediction with raw acceleration and photoplethysmography heart rate data derived from a consumer wearable device. Retrieved May 24, 2026, from https://4ort.xyz/entity/sleep-stage-prediction-with-raw-acceleration-and-photoplethysmography-heart-rate-data-derived-from-a-consumer-wearable-d
MLA “Sleep stage prediction with raw acceleration and photoplethysmography heart rate data derived from a consumer wearable device.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/sleep-stage-prediction-with-raw-acceleration-and-photoplethysmography-heart-rate-data-derived-from-a-consumer-wearable-d.
BibTeX @misc{4ortxyz_sleep-stage-prediction-with-raw-acceleration-and-photoplethysmography-heart-rate-data-derived-from-a-consumer-wearable-d_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Sleep stage prediction with raw acceleration and photoplethysmography heart rate data derived from a consumer wearable device}}, year = {2026}, url = {https://4ort.xyz/entity/sleep-stage-prediction-with-raw-acceleration-and-photoplethysmography-heart-rate-data-derived-from-a-consumer-wearable-d}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Sleep stage prediction with raw acceleration and photoplethysmography heart rate data derived from a consumer wearable device — https://4ort.xyz/entity/sleep-stage-prediction-with-raw-acceleration-and-photoplethysmography-heart-rate-data-derived-from-a-consumer-wearable-d (retrieved 2026-05-24)

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