How accurately does the Withings Sleep Tracking Mat detect sleep stages like REM and deep sleep using pneumatic pressure sensors placed under the mattress?
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How accurately does the Withings Sleep Tracking Mat detect sleep stages like REM and deep sleep using pneumatic pressure sensors placed under the mattress?
2 real searches · 1 real-search pass
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ChatGPT2 real searches · gpt-6
Withings Sleep Analyzer sleep stages REM deep sleep validation polysomnography accuracy pneumatic sensors study Google ↗
Withings Sleep Analyzer validation study sleep staging REM deep sleep sensitivity specificity PSG Google ↗
- Evaluation of a Contactless Sleep Monitoring Device for Sleep Stage Detection at Home in a Healthy Population: Prospective Study in Free-Living Conditions · pmc.ncbi.nlm.nih.gov
- Performance evaluation of an under‐mattress sleep sensor versus polysomnography in > 400 nights with healthy and unhealthy sleep · pmc.ncbi.nlm.nih.gov
- Performance evaluation of an under‐mattress sleep sensor versus polysomnography in > 400 nights with healthy and unhealthy sleep · researchnow-admin.flinders.edu.au
- 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
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Withings Sleep Analyzer sleep stages REM deep sleep validation polysomnography accuracy pneumatic sensors study OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Withings Sleep Analyzer validation study sleep staging REM deep sleep sensitivity specificity PSG OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |