What do clinical studies say about the reliability of the Withings Sleep Tracking Mat for tracking deep and REM sleep stages?
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What do clinical studies say about the reliability of the Withings Sleep Tracking Mat for tracking deep and REM sleep stages?
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Withings Sleep Analyzer validation polysomnography deep REM sleep stages clinical study accuracy Google ↗
Withings Sleep Tracking Mat validation study sleep staging REM deep sleep polysomnography sensitivity specificity Google ↗
- Evaluating Accuracy in Five Commercial Sleep-Tracking Devices Compared to Research-Grade Actigraphy and Polysomnography · pubmed.ncbi.nlm.nih.gov
- Evaluating Accuracy in Five Commercial Sleep-Tracking Devices Compared to Research-Grade Actigraphy and Polysomnography · pmc.ncbi.nlm.nih.gov
- Performance evaluation of an under‐mattress sleep sensor versus polysomnography in > 400 nights with healthy and unhealthy sleep - Manners - 2025 - Journal of Sleep Research · onlinelibrary.wiley.com
- Metrology of two wearable sleep trackers against polysomnography in patients with sleep complaints - Frija - 2025 - Journal of Sleep Research · onlinelibrary.wiley.com
- Metrology of two wearable sleep trackers against polysomnography in patients with sleep complaints · pmc.ncbi.nlm.nih.gov
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| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Withings Sleep Analyzer validation polysomnography deep REM sleep stages clinical study accuracy OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Withings Sleep Tracking Mat validation study sleep staging REM deep sleep polysomnography sensitivity specificity OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |